1
Darden School of Business
Darden Case Book
2018-2019 Edition
2
New
Material +
12 Total
Cases
6 New
Cases
5
Writers
The cases featured in the 2018-2019 Case Book are some of
Darden’s best cases from prior years
This case book adds a new consulting industry guide, a
revamped company profile page, and 12 total cases
The 2018-2019 Case Book features 6 brand new cases that
will test a broad array of knowledge areas and math concepts
The 2018-2019 Darden Case Book has been made possible by
Darren Constantine (MBA ‘19), Stephen Mortensen (MBA ‘19), Pedro
Lemos (MBA ‘19) Seun Odekunle (MBA 19), & Caitlyn Unsworth
(MBA 19)
Darden Case Book 2018-2019 Foreword
3
Darden Case Book 2018-2019 Index
Case Book Topic Pages
Consulting Recruiting Schedule 6
Non-Verbal Tips for Success 8
What is a Case Interview? 9
Popular Case Themes 10
Case Interview Format 11-22
Industry Overview 23-32
Consulting Firm Overview 33-43
Case Book Guide 45-46
New 2019 Darden Cases 48-113
Updated Darden Cases 114-177
*(N) Denotes new cases to the Darden case book (R) denotes refurbished cases
4
Darden Case Book 2018-2019 Index
Case Title Firm Industry Round
Difficulty
Quant / Qual / OVR*
Page
National Express Trucking (N)* Bain & Co. Transportation 1 1 2 1 48
Styrofoam Situation (N) BCG Financial / PE
2 1 2 1 58
North-South Pharma (N) AT Kearney Healthcare 1 2 2 2 68
Fire Proof Inc. (N) Parthenon EY Manufacturing
1 2 2 2 83
Quality Bottling Co. (N) Parthenon EY Manufacturing
1 2 3 2 93
Canyon Capital (N) Bain & Co. Financial / PE 2 3 2 3 105
Transportation Tech Co. (R)* Parthenon EY Transportation
1 2 2 2 114
Lonely Gas Station (R) BCG Financial
2 3 1 2 126
Copier Co. (R) BCG Consumer
1 3 1 2 136
Maxicure (R) McKinsey Healthcare 1 3 2 2 147
To Automate or Not (R) BCG Retail
2 2 3 3 156
Rubber Bumper Laboratories (R)
McKinsey Manufacturing
1 3 3 3 167
*(N) Denotes new cases to the Darden case book (R) denotes refurbished cases
*(OVR) Denotes overall case difficulty
5
Recruiting Schedule & Tips
for Success
6
Consulting Recruiting Schedule
August
September
October November December January February
Q1 Q2 Winter Break
Second Year Time-line
First Year Time-line
FY Case Progression Tracker:
No Casing Beginner Intermediate Proficient Master Expert
Target Case & Communication Score: (xx/25)
12/25 18/25 23/25 25/25
Q1 Q2 Winter Break Q3
Company Briefings
Networking Events &
Socials
Firm Office Hours &
Workshop Sessions
CDC & Club
Introductions
Closed List
Networking Sessions
Application
Submission
Consulting
Interviews
Club Intro &
Recruiting Kick-off
Company Briefings &
Networking Events
Closed List
Networking Sess.
Application
Submission
Consulting
Interviews
*(Case score is based on the score sheet placed at the end of each case)
7
The Case Interview Process
8
Non-Verbal Communication (Tips for Success)
Communicating the correct message non-verbally is as important as the content that is communicated in a case
interview. In order to recommend a candidate, interviewers must:
1. Feel comfortable putting the candidate in front of a client
2. Believe they would enjoy spending 60+ hours a week with the candidate on a project team
You Need to Convey
Trustworthiness
Confidence
Competence
Honesty
Positivity
Curiosity
Passion
Practice and gain proficiency in the technical requirements of
a case free up mental energy to focus on connecting with
the interviewer
Practice positive self-talk the best way to demonstrate
these traits is to truly believe you have them
Practice quickly connecting with people about non-work
subjects building rapport before diving into the interview
makes an enormous difference (Note: Not always possible)
How to Develop These Traits
9
What Is A Case Interview?
A case interview is a simplified, condensed version of a complete consulting project. The candidate is in the drivers
seat and is expected to explore the data and provide solutions to an issue that a client paid the firm for.
Ideal Candidates
Demonstrate
Problem-solving
Ability
Interpersonal Skills
Cultural Fit & Passion
The case interview is an example of a real business problem based on your interviewer's past work experiences. The problems you will
encounter are not designed to be brainteasers, or theoretical problems designed to stump you, but rather to reflect the challenges
that our clients face. These real-life examples allow you to learn more about the type of work we do and the impact we have with our
clients.
From Bains Website (but representative of all firms):
Bain looks for:
The approach you take to solving a problem
How analytical and creative your thinking is
Your usage of data to quantify your recommendation(s)
Your communication skills in conveying your ideas
How you would suggest implementing those proposals"
10
Profitability:Analyze potential sources of profit declines and identify ways to improve
profitability
Consulting Case Themes
The following case themes are the most popular topics tested and they are ranked in descending order of frequency.
Please note that there are plenty more case topics than the 5 listed below.
Market Entry / Market Sizing:Analyze the client’s opportunity to expand and quantify
the viable market for any new products
Growth: Identify opportunities for the client to optimally grow revenues or increase
market share
Acquisition / Sale: Determine whether the client should purchase another business or
sell an existing part of the company
Industry Assessment: Assess the health and attractiveness of a particular industry to
advise a client’s decision
Note: This not an exhaustive list of all the types of cases you may experience
11
Case Interview Format
Intro Fit Question Case Interview Q&A
3-5 Mins 5 Mins
20-30 Mins
5 Mins
Conclusion/
Next Steps
Brain-
storming
Exhibits &
Analysis
Framework
Prompt &
Clarifying Q.
Prompt: This is the premise of
the case. It will include some
background on who the client
is and lay out the problem.
Clarifying Questions: Some
basic contextual questions to
guide your framework; not a
time to get into the nitty gritty
Framework: Once you are
confident that you
understand the prompt and
context, you will take roughly
90 seconds to lay out a
"roadmap" for how to
approach the case. See the
section on "Case
Frameworks" for more tips.
Exhibits: Provide important
insights and next steps in
cracking a case. You should
walk through each exhibit with
the interviewer, confirming
understanding of its content
and identifying relevant
patterns or insights.
Math: See the section on
"Math" for more tips.
Brainstorming: After the
initial analysis, the
interviewer will often ask you
to brainstorm around
additional aspects of the
problem. See the section on
"Brainstorming" for more tips.
Conclusion: Recap (briefly!)
the initial problem, present
the logical conclusions and
solutions that arose from
analysis and brainstorming
(along with the data to
support them.)
Next Steps: Suggest some next
steps for implementation or
further research and point out
any potential risks
Note: This format may differ by firm or by interviewer
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Fit / Behavioral Question Overview
Tell Me
About
Yourself
Why
Firm X or
Consult-
ing
Tell Me
About A
Time
When…
Consulting firms are assessing your ability to successfully work with teams and judge how well you understand their
firm and yourself
Your pitch should include: Where you have been / what you have done, who / where you are now, and
what you are interested in going forward
All answers must include: Relative skills & experiences, key transition points in your career, and a career
objective
Strong answers have: Powerful “hook your value proposition that highlights how you have the
competencies they are recruiting for
Firm & industry fit: Interviewee should have a deep understanding of a firm’s culture, functional expertise,
and working style
Industry interest: Interviewee should highlight experiences they want to gain and skills they can bring
Strong answers have: This question answered in opening pitch, structured reasons why, and answers
tailored to your prior experiences and future aspirations
Experience/ behavioral: Interviewee should demonstrate leadership ability, drive” taking initiative, and
professionalism
CAR: Context / challenge you faced, the action that you demonstrated, and the result of your actions
Strong answers have: Concise response, a learning element if the situation helped you grow, utilizes
structure, and engages the interviewer with energy, emotion, and authenticity
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The Prompt and Clarifying Questions
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
All case prompts will introduce the
company name, industry, and a brief
description of what the client wants
Some prompts tend to leave the primary
objective to be vague
Most prompts leave out the business
context of the clients core products or
operations in question
The Prompt
Clarifying Questions
Clarifying questions should always be
high level (ex. Context on products, core
goal of the client, how client makes
money)
Don’t ask for detailed insights that you
can include in framework (ex. Details on
profitability drivers, market trends, etc )
Feel free to ask further clarifying
questions as you are building framework
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The Case Framework
By laying out a framework for analysis at the beginning of a case interview, you are not only keeping yourself organized,
but you are providing a visual roadmap for the interviewer to see how you are thinking and where you are going.
Characteristics of Great Frameworks Incorrect Framework Myths
MECE: Mutually Exclusive, Collectively Exhaustive
Detailed but not lost in the weeds
Thorough but not wasteful
Insightful but not presumptive
There is one perfect framework for every case
There is a finite number of possible frameworks
that will provide answers to every case
Frameworks are not that important to the overall
interview
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
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Framework Example
Internal Capabilities
Acquisitions
Manufacturing Capacity
Distribution Networks
Brand Perception
Exit Strategies
Consumer Preferences
Some frameworks are better than others to address a particular case. There are always multiple approaches that can
yield the same answer.
A simple framework example:
Key Question in the Prompt
Notes +
Clarifying
Answers
Profitability Tree Market / External
Competitors
Economic Health
Regulation / Government
Industry Trends
Geography / Climate
Customer / Company
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
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Other Framework Examples
Before After
Evaluation Criterion 1
Evaluation Criterion 2
Evaluation Criterion
Company A Company B Company A + B
Evaluation Criterion 1
Evaluation Criterion 2
Evaluation Criterion
Option 1 Option 2 Option 3 Option 4...
Evaluation Criterion 1 + - - +
Evaluation Criterion 2 -...
Evaluation Criteria...
Compare current with future
Ideal for a go/no-go decision
Can be used with profit tree (profits before and
after)
Before & After
M&A (similar to Before and After)
Compare Company A, Company B, and Company
A+B along various meaningful criteria
Alternative | Evaluation Criteria Matrix)
Alternatives listed across the top
Evaluation criteria listed along the left
Use +, -, o, or check marks to go through the list
While being exposed to many frameworks can help build a strong repertoire of framework components, remember that
no amount of specific framework memorization will cover every possible case a candidate could encounter.
For more details on Framework, please see appendix xx
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Guide to Exhibits & Analysis
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
Read The title of the exhibit to have a
clear understanding of the information
Observe The legend and gauge the
sizes of any bar graphs for insights
Pay Attention To the footnotes for vital
information
18
Guide to Math Analysis
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
Tips for Success
Although most case mathematics will involve simple arithmetic, it is still very easy to make mistakes. Follow the tips
below to ensure that you are set up for success.
Sanity Check
Make sure your
numbers make
sense in the context
of the case
Mistakes are OK
You can recover
from mistakes, just
don’t make the
same mistake twice
Use Shortcuts
Round when
needed and
manage your zero’s
appropriately
Talk it Through
Explain each step
that you are doing
with your
interviewer
So What
Tie the numbers
back to the
question and
explain the
implications
Practice
practice until youre
comfortable doing
math in front of an
interviewer
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Guide to Math Analysis
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
Tricky Math Examples
Net Present Value
A. Calculates the discounted return on
investment over time
B. Requires cash flows (revenues - costs
over a time period), discount rate,
timeframe, and an upfront cost
C. Some cases will assume a calculation
into perpetuity (timeframe = forever).
D. Perpetuity: (Cash Flow per Period /
Discount Rate) - Upfront Cost
Payback Period
A. Calculates the amount of time required
to pay back an upfront investment
B. Requires cash flows per period and an
upfront cost
C. Payback period will be extremely long,
extremely short, or you will be given
some type of specific criterion the
client uses (e.g. 5 years)
D. Payback Period = Upfront Cost / Cash
Flows per Period
Break-even Sales
A. Calculates the number of units sold to
pay back an upfront investment
B. Requires per-unit selling price, per-unit
costs, and upfront investment cost
C. Break-Even Sales = Upfront Investment
Cost/(Per-Unit Selling Price - Per-Unit
Costs)
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Guide to Math Analysis (Things to Take Note)
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
Current
State
$ Mater. /
Unit
# Labor /
Unit
Volume Total
Cost
Product 1 15 10 1M = $25M
Product 2 5 20 2M = $50M
= $75M
Future
State
$ Mater. /
Unit
# Labor /
Unit
Volume Total
Cost
Product 1 15 9 1M = $24M
Product 2 5 18 2M = $46M
= $70M
Total Savings = $5M
How much money will the client save?
10% Labor Reduction on a per unit basis
A. Structure is crucial. The more you can structure information
like an Excel Spreadsheet, the better
I. Helps you recover information
II. Your interviewer can follow along
III. It makes you look organized
B. Write down prompts such as “How much money will the
client save and 10% labor reduction per unit to keep the
goal fresh in your mind
C. Circle any important numbers (Total Savings =$5M) that may
be relevant to your final recommendation
D. Go Deeper by speaking to the context of the number, ex: I
see the total savings is $5M, which represents about 6% of
our total costs. This seems like a reasonable deduction but
we should figure out how this labor reduction is being
generated and seek to understand any negative
unanticipated consequences as a result of it.
Example Scenario
21
Tips For Brainstorming
The key to brainstorming is structure. The candidate should first devise two or more "buckets" or categories to organize
his/her thoughts. These constraints make it easier to be creative and provide a more vivid mental model to pull from.
Internal represents any aspect internal to the client, (e.g.
products, brand, financials, leadership, etc.)
External represents factors external to the client, (e.g. market
trends, geopolitical dynamic, competition, etc.)
Internal vs. External
Financial vs. Non-Financial
Long-term vs. Short-term
Each step in the supply chain is a category: raw materials,
manufacturing, warehouse, transport, retail, customer, etc.
Useful for exploring causes or solutions to cost problems
The Supply Chain
Clients, employees, investors, suppliers, regulators, etc.
How are they affected, or what are they looking for?
Stakeholders
AIDA Attention, Interest, Desire, Action
Useful for increasing sales
Customer Journey
Useful for examining potential consequences of a decision
Financial includes things like costs, hurdle rates, cash flow, etc.
Non-financial would be everything else
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
Example Brainstorming Frameworks:
22
Conclusion & Next Steps
Conclusion/
Next Steps
Brain-storming
Exhibits & Analysis
Framework
Prompt & Clarifying Q.
There are three key elements that the interviewer should include while wrapping up the final portion of the case.
Say the action that the client should take and cite the key insights
in your analysis that have led you to the conclusion
1. Recommendation
2. Risks & Concerns
Mention the factors in the case that the client should be aware of
that may impact the client or the recommendation (Concerns
should not contradict your overall recommendation)
3. Next Steps
Highlight at least one action the client should do to either help
mitigate any concerns or any actions needed to move forward
with the recommendation
While you can take a minute before you gather your recommendation, it is crucial to keep this segment concise
23
Industry Overview
Please note that these are commonly tested industries; This list is not exhaustive
of all the industries tested
24
Important Calculations
1. Inventory Turnover:
= (Sales / Inventory)
2. Gross Margin:
= (Revenues COGS)
Revenues
3. Contribution Margin (CM):
= (Sales Variable Costs)
CM Rate = (CM)
(Sales)
Industry Overview Consumer / Retail
Key Industry Trends
Important Terminology
Digital Marketing: CPG (Consumer Packaged Goods) companies are pivoting to digital marketing
solutions like Facebook and YouTube more than ever for smarter and more targeted advertising.
Big Data: Consumer companies & retailers are ramping up the use of consumer shopping behavior data
now more than ever to create curated/ personalized shopping experiences and targeted advertisements
Retail Omnichannel: Large brick & Mortar retailers are pivoting to an order online, pick-up in store” mix
while also building out their online fulfillment capabilities to cater to the consumer. and keep up with
Amazon). Store foot-prints are also getting smaller to reduce inventory
Private Label & Amazon Effect: Private label consumer products are eroding market share of large name
brand products. This is partially driven by “the Amazon effect” of quick and cheap replacement
fulfillments. -Brand loyalty is getting harder and harder to win.
Direct to Consumer vs. In-store Experience: Brand names are slowly shifting resources to sell directly to
consumers as some retailers struggle. Retailers with large brick & mortar footprints are focusing on in-
store experiences to attract customers
SKU: Stock Keeping Unit Refers to a unique item sold in a store
In-stock: Percent of items that are on the shelves and available for sale vs. what the total display can
hold
CRM: Customer Relationship Management: Strategy & tools designed to boost profitability and
strengthen customer loyalty by using data also the name for software that facilitates this
Loss Leader: Merchandise sold at a loss to attract new customers or stimulate other profitable sales
Mark-up: Percentage added to the cost of product to get selling price
*Please note that not all trends, terminologies, and calculations are listed above
25
Important Calculations
1. Return on Investment (ROI)
= (Profits Cost of Investment)
Cost of Investment
2. Breakeven Point
= ______(Fixed Costs)____
Contribution Margin (CM)
Important Considerations:
Transportation / Distribution costs
Storage Costs
Production Costs: Labor + Materials
Plant Development Costs
Depreciation & Taxes
Overhead
Industry Overview Energy
Key Industry Trends
Important Terminology
Clean Renewable Energy: Wind, solar, and biomass power are increasingly replacing the use of fossil
fuels in developed and developing countries with some projections indicating 80% of the worlds energy
needs being met by renewable energy by 2050
Technology: Advancements in drilling techniques like fracking and horizontal drilling have significantly
boosted the output of US oil companies and substantially reduced the cost and risks associated with
drilling for oil
Shale: Newly found abundance of shale basins in the USA has helped to boost US oil production output
and has almost eliminated US dependence on foreign oil
Natural Gas: Given its cheap and abundant supply, natural gas has become the primary source of energy
in the US, replacing crude oil and coal
(Important) Petroleum Products: Gasoline, jet fuel, natural gas, fertilizer, plastics, detergent, propane,
diesel, lubricant
Upstream (E&P): Exploration and Production Process involving the finding, drilling, and producing
of crude oil and natural gas or liquified natural gas (LNG)
Midstream: Focuses on the processing, storage, marketing, and transportation of oil and natural gas.
(Most pipe-line companies fall in this category)
Downstream: Includes oil refineries, petrochemical plants, petroleum products distributors, retail
outlets and natural gas distribution companies
OPEC: Organization of Petroleum Exporting Countries Cartel of 14 nations that coordinate
petroleum policies. Often influences output and thus oil prices
*Please note that not all trends, terminologies, and calculations are listed above
26
Important Calculations
1. Potential Savings by Switching
Equipment
= {New Profit Old Profit} or
{ [(New Capacity x Price) (New
efficiency x cost)] [(Old Capacity x
Price) – (Old efficiency x cost)]}
Important Considerations:
Gasoline / Fuel Prices
Carrying Capacity
Range / Distance
Destination Routes
Maintenance Costs
Depreciation
Industry Overview Transportation
Key Industry Trends
Important Terminology
Airline Capacity Additions: Airline ticket prices have been steadily on the decline driven by companies
adding more routes to cities across the globe led by low-cost carriers such as JetBlue, Southwest
Fuel Efficiency: Airline companies have been investing heavily in upgrading their fleet to more fuel
efficient aircrafts to reduce their biggest cost driver
EV (Electric Vehicles): Auto manufacturers are all racing to create battery powered vehicles
Autonomous Vehicles: Autonomous vehicles are expected to hit the road as early as 2019 and will cause
major disruption to auto manufacturers, bus systems, taxis, insurance companies
Shortage of Truckers: Transportation companies have been struggling to keep up with the booming
demand for cargo shipments due to a massive shortage of truck drivers thus causing significant
increases in labor costs
Load Factor: Measures the capacity utilization of transportation services and is equal to the average
actual utilization divided by the maximum capacity
PRASM: Passenger Revenue per Average Seat Mile Or RASM (revenue) is the revenue generated per
available set miles in which ASM = number of seats available x number of miles flown.
Logistics: The detailed coordination of complex operations involving many people, facilities, or supplies.
FOB: Free On Board Represents the point at which the sale of a freight cargo is considered complete.
“FOB shipping means ownership is transferred once the product is shipped of, “FOB shipping point
means ownership is transferred once the product is delivered
LTL & FTL: LTL (Less than Load) Small freight that doesn’t fill a truck which is generally more expensive
to ship, (FTL) Full Truck Load) Large shipments that fill a trailer and are thus cheaper to ship
*Please note that not all trends, terminologies, and calculations are listed above
27
Important Calculations
1. Potential Savings with New
Equipment
= (New Equip. Expenses Old Equip.
Expenses)
[(Old Time x Old Labor) + (Raw Material
Cost x Old Quantity) + Old Depreciation)]
- [(New Time x New Labor) + (Raw Material
Cost x New Quantity) + New Depreciation)
Important Considerations:
Raw Material Costs
Labor & Wages
Capacity Constraints / Bottlenecks
Commodity or Not?
Overhead Costs
Supplier & Buyer Relationships
Depreciation
Industry Overview Manufacturing / Agriculture
Key Industry Trends
Important Terminology
D2C: Direct to Consumer: More manufacturers are leveraging their own sales platform to market, sell,
and ship their products to the customer rather than use third party distributers or retailers to boost
profitability
Data Driven Analytics: Manufacturers are using predictive analytics and algorithms to improve product
design, optimize production cycles, and improve demand forecasting
Trade-war & Tariffs: In response to the US tariff on steel and more, Canada, the European Union, and
China have all implemented retaliatory tariffs of close to 25% on agricultural and automobile goods
produced in the US.
Sustainable Food Systems: Vertical farming has been a growing trend in urban locations to minimize
environmental foot-prints and bring produce to major cities
(JIT) Just-in Time Inventory: “Pull demand” inventory system in which assembly materials and support
items are delivered as needed to minimize raw material inventory
Commodity: An interchangeable non-differentiated product or material that is sold freely. (Most
agricultural products are commodities)
Bottleneck: The resource in a manufacturing process that is working at max capacity and thus limits the
output of the entire production
Bushel: A unit of dry measure (1 cubic foot) for grain, fruit, etc., equivalent to 8 gallons of liquid
Out-source: Process of contracting an outside party to complete a production or service task for a
business. Typically done to save cost or due to a lack of expertise
*Please note that not all trends, terminologies, and calculations are listed above
28
Important Calculations
1. NPV (Net Present Value)
= (CF) x ___1 ___
(1+i)
n
Where n = # of periods
2. Pay Back Period
= _____(Fixed Costs)_______
Contribution Margin (CM)
Important Considerations:
Current Portfolio
Exit Strategy & Time Horizon
Acquisition Price
Employee & Customer Relationships
Market Trends
Tax & Regulatory Implications
Client Risk Profile
Industry Overview Financial Services
Key Industry Trends
Important Terminology
AI, Block-Chain & Crypto Currencies: Digital distributed ledgers offer a cheaper and more efficient way
for firms to verify and facilitate transactions. Crypto currencies have proven themselves to be an
alternative set of asset investments that rival equities, precious metals, and debt holdings
Digital-Only Banks & Payments: The prevalence of more digital transactions have eroded the need for
cash for most daily use, which has in turn lead to the proliferation of online banks that offer higher
savings account interest rates and comparable services
Financial De-regulation: Congress passed legislation easing some of the restrictions from Dodd- Frank
that exempts smaller banks from certain capital requirements which frees up room for more loans
More Transparency in PE Funds: With greater pressure to produce results that outperform their
benchmarks, more PE investors have been demanding greater transparency within their funds and firms
have been using transparency to attract investors
AUM: Assets Under Management: Market value of all the financial assets that a firm manages on
behalf of all of their clients and themselves. Includes capital raised by investors and leaders of a firm
Private Equity: Composed of investors and funds that invest directly into private companies or
convert public companies to private companies to improve the target companys operations and
financials with the goal of extracting a financial return from the company and reselling it another firm
or the public at a profit
M&A: Mergers & Acquisition: Mergers are when two companies comes together to make a new
entity (Dow Chemical & Dupont) = DowDuPont, while an acquisition is where the smaller company is
consumed by the larger company (Amazon + Wholefoods) = Amazon
*Please note that not all trends, terminologies, and calculations are listed above
29
Important Calculations
1. Addressable Market size:
Top-Down: Total Population >>> Number
of users >>> Market share >>> # of Units
per User x Price per Unit
Bottom-Up: Current Customer Population
>>> Potential Customer Base (Estimated
using consensus data or industry info) >>>
Future user base x units per user x price
2. Customer Acquisition Cost:
_______Marketing Expenses_____
Newly Acquired Customers (Yearly)
Industry Overview Information Technology
Key Industry Trends
Important Terminology
Artificial Intelligence (AI)/ Machine Learning: Artificial intelligence is the ability for a computer program
to think and learn. The emergence of AI has enabled the rise of self-driving cars, smart homes, advanced
search algorithms, and smart digital assistants
Cloud Computing: Is the practice of using a network of remote servers hosted on the Internet to store,
manage, and process data, rather than a local server or a personal computer. More companies are
moving to this platform for security, convenience, and cost savings
Internet of Things (IOT): Smart devices that are all connected and communicate with each other via the
internet are rising in demand due to value of strategic data that they provide
Blockchain: a digital ledger in which transactions made and recorded chronologically and publicly.
Important for security and transfer verification purposes. Ex. include Bitcoin, and other cryptocurrencies
GDPR: General Data Protection Regulation: Data protection regulation protecting privacy for all
individuals in the European Union.
IP (Intellectual Property): A category of property that includes intangible creations protected by
trademarks and copyrights (e.g. software, code, algorithms, etc.)
Unicorn: a start-up company valued at more than a billion dollars, typically in the software or
technology sector
Freemium: A pricing model used by many digital services, a “freemium” model is one where the
majority of users are able to engage with a product or service entirely for free (perhaps in exchange
for data collection or being served advertisements)
SaaS: “Software as a service” - a software distribution model in which a third-party provider hosts
applications and makes them available to customers over the Internet Like Salesforce or Workday
*Please note that not all trends, terminologies, and calculations are listed above
30
Important Calculations
1. Profitability
(Revenues Costs)
(Price x Quantity) (Quantity x Var. Cost)
(Fixed Costs)
Important Considerations:
Revenue Factors
Advertising Rev.
Ticket sales (Price x Quantity)
Merchandising
Tours / licensing / Endorsements
Cost Factors
Artist fees
Commission
Promotion advertising
Venues
Content creation costs
Industry Overview Media & Entertainment
Key Industry Trends
Cord Cutting / Over the Top Streaming: The rise of Hulu, Netflix, YouTube, & Amazon Prime video has left
many to abandon traditional cable and opt for online streaming services to get the content they want
Content is King: Media giants have been spending heavily to curate high quality content to hook
subscribers to their service and maintain and grow their subscriber base
Ad-model Shift: Cable advertisement has been trending downward while digital online advertisements
have been trending up. As online viewers opt for ad-blockers, AI and big data are helping marketing
agencies personalize advertisements and increase user engagement
Augmented Realty (AR)/ Virtual Reality (VR): While still in their early stages, AR and VR capabilities have
been gaining traction in the industry as a way to enhance storytelling and improve sporting coverage
Music Streaming: The rise of Spotify, Apple Music, & YouTube Music has almost eliminated the physical
disc music market as most artist now prioritize online platforms to release albums and new songs
Gaming & E-Sports: The video gaming industry has been one of the fastest growing segments in
entertainment led by mobile gaming and game streaming experiences via Twitch and E-sports. Many
video game creators are focused on agames as a service model” as they monetize video games
overtime by selling in-game customizable perks
Important Terminology
Digital vs. Linear: Linear is traditional broadcast or cable television. Digital is online (streaming, etc.)
Ratings: A measure of viewers of a particular program or time segment in television. Nielsen is the
largest provider of ratings data in the US, but has been slow to provide digital ratings
Box-Office: The total revenue generated by movies shown at theaters
*Please note that not all trends, terminologies, and calculations are listed above
31
Important Calculations
1. Market sizing:
Top-Down: Total Population >>> Number
with Illness >>> Number Diagnosed >>>
Market share of Drug >>>> (Dosage per
Time Frame) x Price per Dosage = Market
Size per Time Frame
Important Considerations:
Regulations
FDA Approvals
Patent Rights
Foreign Government Laws
Competition / Cannibalization
Drug Effectiveness
Cure vs. Treatment
Time to Market
Side Effects
Manufacturing Capabilities
Pricing, Costs (Fixed / Var.), Dosage
Industry Overview Healthcare & Life Sciences
Key Industry Trends
Important Terminology
Wearable Medical Devices: Activity trackers help patients stay more active and healthier on their own
while also monitoring health metrics reducing the need to visit doctors frequently
Smart Technology & Data: Data on a patients background and conditions allow more personalization
options, targeted treatments, and faster recommendations at hospitals
Gene Therapy: The transplantation of normal genes into cells in place of missing or defective ones in
order to correct genetic disorders. Growing trend using CRISPR to treat previously uncurable diseases
Price Transparency: As drug companies receive criticism on the rising cost of their drugs, more states are
considering independent efforts to improve transparency in drug pricing and cost controls
Government: With the repeal of the Affordable Care Act (ACA), legislation has stagnated on fixing the
rising cost of healthcare and Medicaid in the US, thus leaving a continued rise in insurance premiums
Bundled payment, episode-of-care payment, etc.: Generally describes paying for the whole treatment at
once, rather than by individual tests or visits an attempt to incentivize improved outcomes
Orphan Drug: A pharmaceutical drug that remains commercially undeveloped due limited potential for
profitability as a result of a small curable population size
FDA: “Food & Drug Administration Federal organization tasked with protecting and promoting the
safety of food and pharmaceuticals in the US. FDA approval is needed for almost all drugs sold in the US
Generic Drugs: A prescription drug that has the same active-ingredient formula as a brand-name drug
but sold at a cheaper cost. Typically occurs when name branded drugs lose patents
Biotech vs. Pharmaceutical: Biotech firms use live organisms like bacteria and enzymes to manufacture
their medicines while pharmaceutical companies primarily use chemicals synthesis
Auto-immune Diseases: A disease in which the body's immune system attacks healthy cells
*Please note that not all trends, terminologies, and calculations are listed above
32
Important Calculations
1. Return on Investment (ROI):
(Future Profits Cost of Investment)
(Cost of Investment)
2. Customer Acquisition Cost:
_______Marketing Expenses_____
Newly Acquired Customers (Yearly)
Important Considerations:
Regional Competition
Competitors
New Entrants
Barriers to Entry
Substitutability
Contract lengths & stipulations
Infrastructure
Industry Overview Telecommunications
Key Industry Trends
Important Terminology
5G Network Service: Next generation of mobile internet connectivity with faster speeds, more reliable
connections, and 100x more bandwidth capacity than 4G.
Network operates mainly on the cloud
Allows for “network slicing: Creates separate wireless networks on the cloud for users to have
their own personalized network
Roll-out may be 2020 in North America due to high infrastructure costs associated with
development
Network Consolidation: The third and fourth largest cell phone carriers T-Mobile and Sprint are in the
process of merging, a move that will consolidate the telecom market to 3 major players
Content Integration: High profile acquisition like AT&T of Time Warner and Verizon of Yahoo illustrate a
push to either get into the content creation game or to build out their advertising network
Carrier: A company that is authorized by regulatory agencies to operate a telecommunications service
system: AT&T, Verizon, T-Mobile
OEM: Original Equipment Manufacturer A company whose goods are used as components in the
product of another company that sells the finished goods to users
LAN: Local Area Network: Locally owned and administered data network that runs primarily through
cables ex. Ethernet connection
Fiber Optic: Transmission connectivity via glass strands which are 100x more faster than traditional
copper wires for more efficient cell phone and internet connections
*Please note that not all trends, terminologies, and calculations are listed above
33
Company Overview
34
Darden Recruiting Firm Overview
The are many different types of consulting companies that recruit at Darden each year
Big 3 MBB
Large Management
Consulting Firms
Specialized
Consulting Firms
Boutique
Consulting Firms
In-House / Internal
Consulting
McKinsey, BCG, & Bain: The largest and most well-known consulting firms in the industry. Projects /
cases typically encompass all ranges of business functions at the executive level.
Deloitte, Ernst & Young (EY), PWC, Accenture, AT Kearney: Traditional accounting firms (except AT
Kearney) with a large number of offices across the country. These firms have growing consulting
practices across many functions, including strategy, technology, M&A, and others.
Parthenon EY, IBM Consulting, ZS Associates: Large to medium sized consulting firms that have a wide
range of services but primarily specialize in a specific area, e.g. education, tech, or healthcare
Prophet, inCode, Triangle Insights, Monticello, Everest Group: Small consulting firms that specialize in
specific functional areas or operate in a local geographic region
Fidelity Business Consulting, Liberty Mutual, Samsung: Large industry firms with a consulting arm to
either support their own business or their own clients
Although there are many similarities between consulting firms, each firm has its own distinct culture, personality, and approaches to
solving problems. Make sure you take the time to know as many firms as possible to understand which firm has the right fit for you
35
Company Overview Accenture Strategy
What Accenture Looks for
Accenture traditionally recruits on grounds for its strategy and operations, federal and IT
strategy practices
Accenture looks for well-rounded candidates who demonstrate a passion for creating
client value through practical, implementable solutions
Summer Internships are ONLY IN THE CHICAGO AND NEW YORK OFFICES, office
preferences are selected upon full-time offer
Interview Process
Round 1: On Grounds Two Interviews
Two interviews conducted on grounds with a manager in a typical case format
Accenture’s interviews tend to be less quantitative
Round 2: On-Grounds
Conducted by at least one Managing Director
The focus of the case interview is to access how the candidate communicates
his/her approach and thinking Style, structure, and communication are key
Career Path
Managing Director
Senior Manager
Manager
Consultant (Post MBA)
Analyst
General Facts
International Recruiting: No
Darden Representation: Alumni: 74, 2018 Interns: 7
Networking Importance: Medium
Organization: Key practice areas include:
Business Strategy
Information Technology & Digital Strategy
Operations & Function Strategy
Retail & Consumer Products
Financial Services
Utilities
CMT (Communications, Media, & Technology)
PHO
SEA
SFO
SJO
LA
DEN
DAL
HOU
MSP
CHI
DET
MIA
ATL
DC
BOS
NY
NJ
PHI
CHT
AUS
POR
NAS
*Not all Accenture locations are mapped out above
36
Company Overview AT Kearney
What ATK Looks For
A.T. Kearney is a global team of innovative, insightful and collaborative experts who
deliver creative, meaningful and, above all, sustainable results. Consultants that generates
powerful strategic insights to address practical, real-world needs”
National staffing model makes base office location less important
ATK looks for candidates who are willing to work in its collaborative engagement model
ATK does not recruit second year MBA students and their entire class comes strictly out of
their intern pool
Interview Process
Round 1: On Grounds (with Principal or Partner)
two interviews in 1st round 1 behavioral and 1 case (30 mins each)
First round case tests quant skills and ability to structure (focused on ops)
Round 2: In Office (Not necessarily recruiting office)
Written Case with presentation to panel of Principals
30 minutes to read 15 slides and build a deck with your insights
2 Behavioral fit interviews with Partners
Career Path
Director / Partner
Principal
Manager
Associate (Post MBA)
Analyst (Undergrad)
General Facts
International Recruiting: Yes
Darden Representation: 22 Alumni, 2018 Interns: 0
Networking importance: High
Offices: 60 offices & practices across 40 countries
Organization: Key practice areas include:
Procurement and Analytics
Marketing and Sales
Organization and Transformation
Digital Transformation
SFO
DAL
HOU
CHI
ATL
DC
BOS
NYC
DET
37
Company Overview Bain & Company
What Bain Looks For
“Passionate about always doing the right thing for our clients, our people and our
communities, even if it isnt easy..”
Bain Operates a “Home Model” in which Consultants are staffed on projects with people
from the same office
Generalist practice no specializations
Strong emphasis on cultural fit due to local-staffing model
Want to see a balance of quantitative ability and qualitative strengths
Answer first” structure to responses then give context
Interview Process
Round 1: On Grounds
First round is at Darden (two cases, with behavioral questions at the start)
Round 2: In Office
1 typical case, 1 written case, 1 behavioral interview
2 typical cases, 1 written case
Career Path
Partner
Principal
Manager
Case Team Leader
Consultant (Post MBA)
Associate Consultant (Undergrad)
General Facts
International Recruiting: Yes
Darden Representation: 51 Alumni, 2018 Interns: 8
Networking Importance:High
Offices: 56 offices & practices across 36 countries
Organization: Key practice areas include:
Strategy
Private Equity
Performance Improvement
Organization
M & A
SFO
SJO
LA
DAL
HOU
CHI
ATL
DC
BOS
NYC
38
Company Overview The Boston Consulting Group
What BCG Looks for
BCG looks for intellectually curious candidates that are looking to grow with the firm and
are open to new challenges.
Fit with the firm’s culture is important, so it is good to start developing relationships with
BCGers early on in the process. There is no set professional background or profile that BCG
is looking for in prospective Consultants.
BCG wants to know why you are passionate about a certain location. Be prepared to
network with BCGers at your office preference and explain why
Interview Process
Round 1: On Grounds
Two 45 minute interviews with behavioral & Case
Interviewee is expected to drive the case
Round 2: In Office (note that some offices do not have written cases)
Two or three interviews with partners (more conversational)
Written Case: 30 mins to read 15-20 page slide deck and prepare rec. in 3-4 slides
Career Path
Partner 7+ Years
Principal 5-8 Years
Project Leader 3-5 Years
Consultant (Post MBA) 2-3 Years
Associate (Undergrad)
General Facts
International Recruiting: Yes
Darden Representation: 85 Alumni, 2018 Interns: 15
Networking Importance: High
Offices: 90 offices & practices across 50 countries
Organization: Key practice areas include:
Consumer
Technology, Media, and Telecommunications
Energy
Healthcare
Social Impact/Education
Industrial Goods
SEA
SFO
LA
DEN
DAL
HOU
MSP
CHI
DET
MIA
ATL
DC
BOS
NY
NJ
PHI
39
Company Overview Deloitte Consulting
What Deloitte Looks for
Deloitte recruits on-grounds at Darden its Commercial Strategy & Operations practice,
although Federal, Technology and Human Capital are also a part of the consulting division
Well-rounded candidates who understand their mantra of “executable strategy
Deloitte prides itself on not only doing the strategy assessment, but staying on for the
implementation and execution of the strategy as well
Interview Process
Round 1 / 2 : On Grounds First and second rounds are back-to-back days at Darden
Behavioral interview + a 30 minute case designed to heavily test quantitative ability
Deloitte interviews often feature a “data sheet that presents all the information in
advance, but it is still important to follow the standard case format
Round 2: On-Grounds
Behavioral interview plus two individual case interviews
A ~5 person group case in which you will play a specific functional role
Show that you can own a work stream and work as a team
Career Path
Director/ Principal
Senior Manager
Manager
Sr. Consultant (Post MBA)
Consultant
Business Analyst
General Facts
International Recruiting: Yes
Darden Representation: Alumni: 79, 2018 Interns: 8
Networking Importance: High
Organization: Key practice areas include:
Business Model Transformation
Finance
M&A
Monitor Deloitte (Strategy)
Service Ops
Social Impact
Supply Chain and Manufacturing Operations
PHO
*Not all Deloitte locations are mapped out above
OKC
IND
SEA
SFO
SJO
LA
DEN
DAL
HOU
MSP
CHI
DET
MIA
ATL
DC
BOS
NY
NJ
PHI
CHT
AUS
POR
NAS
PHO
CLE
TPA
JAC
LVG
40
Company Overview McKinsey & Co.
What McKinsey Looks for
McKinsey looks for five aspects in its candidates. All areas are tested in the interview
process; the case interview will test problem solving and the other skills will be tested
through the experience interview. These are: personal impact, entrepreneurial drive,
problem-solving skills, achievement and leadership abilities
McKinsey recruits MBAs into three different practices: strategy, operations, and BTO
(Business Technology Office)
Interview Process
Round 1: On Grounds Two Interviews
Two interviews, each with a case and experience question by EMs
Cases are less driven by the interviewee and more driven by the interviewer
Recommendations need to take into account takeaways from each prompt/phase
of the interview
Round 2: On-Grounds
Generally 3-4 interviews, each with 1 case and 1 experience question
Second rounds are normally conducted by Associate Principals & Partners
Career Path
Partner / (Sr.) Partner
Associate Principal
Engagement Manager (EM)
Associate (Post MBA)
Business Analyst
General Facts
International Recruiting: Yes
Darden Representation: Alumni: 81, 2018 Interns: 9
Networking Importance: Low / Medium
Organization: Key practice areas include:
Generalist
Operations
Business technology
Sales and Marketing
Corporate Finance
PHO
*Not all McKinsey locations are mapped out above
SEA
SFO
LA
DEN
DAL
HOU
MSP
CHI
DET
MIA
ATL
DC
BOS
NY
NJ
PHI
CHT
AUS
POR
CLE
PIT
41
Company Overview The Parthenon Group
What Parthenon Looks for
Parthenon was acquired by EY in September of 2014, but is maintaining a separate brand
and operations
Parthenon operates a “two-case model” and typically emphasizes light-travel
Parthenon recruits at Darden for its Consultant and Summer Consultant roles.
Parthenon describes its consultants with the phrase “Smart. Nice. Driven.
Interview Process
Round 1: On Grounds Two Interviews
Each interview begins with a behavioral question
One interview will be a typical case, another will be a market sizing exercise
(Ex. Determine how many sports cars are sold in the US?)
Round 2: In Office (Only Boston, NYC, & Chicago Office) 2 cases + 1 paper case
15 Minute chat with a Managing Director (Partner)
30 Minutes to review a paper case, then 45 minutes to discuss it with Director
Career Path
Managing Director
Vice President
Sr. Consultant
Consultant (Post MBA)
Sr. Associate
Associate (Undergrad)
General Facts
International Recruiting: Yes
Darden Representation: 2018 Interns: 3
Organization: Key practice areas include:
Private Equity / Market Diligence
Education
Transaction Advisory M&A
Life Sciences / Healthcare
Consumer & Retail
SFO
LA
HOU
CHI
NYC
BOS
42
Company Overview PWC / Strategy&
What PWC Looks for
Fit, and the typical consulting analytical toolkit, as well as relevant background
experience. PwC is functionally-based
PwC Advisory has offices in most of the major cities in the US. The firm is quite flexible in
location. Relocation among offices within the US is common
Interview Process
Round 1: On Grounds
Two 45 minute interviews with behavioral & Case
Interviewee is expected to drive the case
Round 2: In Office (note that some offices do not have written cases)
Two or three interviews with Partners (more conversational)
Written Case: 30 mins to read 15-20 page slide deck and prepare rec. in 3-4 slides
Career Path
Partner
Director
Manager
Sr. Associate (Post-MBA)
Experienced Associate
Associate
General Facts
International Recruiting: Yes
Darden Representation: 64 Alumni, 2018 Interns: 2
Networking Importance: Medium
Organization: Key practice areas include:
CIPS (Consumer Industrial Products & Services)
TICE (Technology, Information, Com. Entertainment
Media)
HIA (Health Industries)
Financial Services
Public Sector
People & Organization (Human Capital)
SEA
SFO
SJO
LA
DEN
DAL
HOU
MSP
CHI
DET
MIA
ATL
DC
BOS
NYC
PHI
CHT
AUS
POR
NAS
PHO
CLE
*PWC and Strategy& locations denoted in red
*Not all PWC locations are mapped out
43
Company Overview ZS Associates
Overview & What They Look for
Mid-sized management consulting firm focused on sales & marketing, primarily in healthcare
ZS is unique in their academic, non-hierarchical environment, casual, office-based culture,
and the level of responsibility given to MBA hires. As a consultant, you are often given the
responsibility of managing the project team and the projects day-to-day operations
The firm values candidates with strong quantitative abilities and sales and marketing
knowledge Parthenon operates a “two-case model” and typically emphasizes light-travel
A thorough understanding of the pharmaceutical and medical devices industries is valued,
but not required
Interview Process
Round 1: On Grounds Two Interviews
Interviews are mostly behavioral, with one case
Round 2: On-Grounds
Back to back interviews, including a presentation to principals
Quantitative skills (theoretical and actual), ability to synthesize large amounts of
information, and presentation skills are rigorously tested
Career Path
Principal
Associate Principal
Manager
Consultant (Post MBA)
Associate Consultant <<< Analyst
General Facts
International Recruiting: Yes
Darden Representation: Alumni: 19, 2018 Interns: 2
Networking Importance: Medium
Organization: Key practice areas include:
Healthcare (80% of business)
Travel & Transportation
Technology
SFO
LA
HOU
CHI
EV S
NYC
BOS
SDO
PHI
PRI
Darden Casebook
2018-2019
CHARLOTTESVILLE, VA WASHINGTON, DC SAN FRANCISCO, CA SHANGHAI, CHINA
45
Darden Casebook Guide
Indicates the overall difficulty of the case with a combination of mathematical technicality and creative
thinking ability. It is advised that you start with single star cases and work your way up to three star cases
Indicates the degree of math difficulty in the case. Harder cases typically have multiple stages of calculations
with multiple opportunities for mistakes
Indicates how creatively intensive the case will be. The more qualitative, the more thorough your framework
should be. These cases will place more emphasis on the brainstorming elements
To get the most authentic casing experience, you should aim to do at least one behavioral interview question at the
start of each case and have your interviewer take note of your timing
Grading
Rubric
Case Execution
High scorers should be well
structured, demonstrate
coachability, and make
insightful connections
Communication
High scorers should
demonstrate confidence, speak
clearly, and have a tidy case
work
Behavioral
High scorers should give clear
and concise answers that are
relevant
46
Casebook Suggested Practice Order
Case Title
1
National Express Trucking
2
Styrofoam Situation
3
North
-South Pharma
4
Fire Proof Inc.
5
Quality Bottling Co.
6
Canyon Capital
7
Transportation Tech Co.
8
Lonely Gas Station
9
Copier Co.
10
Maxicure
11
To Automate or Not
12
Rubber
Bumper Laboratories
Beginner Cases
Intermediate Cases
Expert Cases
Starter cases
Mid-point challenge
Final Challenge
47
Darden Case Book 2018-2019 Index
Case Title Firm Industry Round
Difficulty
Quant / Qual / OVR*
Page
National Express Trucking (N)* Bain & Co. Transportation 1 1 2 1 48
Styrofoam Situation (N) BCG Financial / PE
2 1 2 1 58
North-South Pharma (N) AT Kearney Healthcare 1 2 2 2 68
Fire Proof Inc. (N) Parthenon EY Manufacturing
1 2 2 2 83
Quality Bottling Co. (N) Parthenon EY Manufacturing
1 2 3 2 93
Canyon Capital (N) Bain & Co. Financial / PE 2 3 2 3 105
Transportation Tech Co. (R)* Parthenon EY Transportation
1 2 2 2 114
Lonely Gas Station (R) BCG Financial
2 3 1 2 126
Copier Co. (R) BCG Consumer
1 3 1 2 136
Maxicure (R) McKinsey Healthcare 1 3 2 2 147
To Automate or Not (R) BCG Retail
2 2 3 3 156
Rubber Bumper Laboratories (R)
McKinsey Manufacturing
1 3 3 3 167
*(N) Denotes new cases to the Darden case book (R) denotes refurbished cases
*(OVR) Denotes overall case difficulty
48
National Logistics Trucking
Bain | Round 1 | Transportation
49
Bain | Round 1 | Transportation
01 | CASE: NATIONAL LOGISTICS
NATIONAL LOGISTICS
BEHAVIORAL
INTERVIEW
QUESTION:
1. What do you
consider to be
your greatest
accomplishment
so far and why?
2. Tell me about
a time when you
had to work with
a difficult client
or team member.
How did you
handle the
situation?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information: Note: Provide this only if corresponding questions are asked.
What is the client’s primary goal? National express is looking to boost profitability by any means
Are other competitors facing the same issue? Yes, the entire transportation industry is feeling the wage pressure
Does the client have a profitability target? No, the client just wants to improve profitability from their current state
Are there other costs that have been influencing profitability? Yes, steadily rising fuel prices have also been
hampering the company’s profits
Is the company running at full capacity? Yes, the only thing limiting the companys revenue growth is finding drivers to
drive their trucks
Has revenue also been in decline? No, revenue has been rising steadily over the last 5 years but is only capped by lack
of drivers to fulfill deliveries
Prompt:
Your client is National Logistics; a large transportation and logistics company
that delivers freight to all areas of North America. Over the last five years, the
company has experienced rising costs due to increases in wages resulting
from a shortage of truckers. The client is now looking to reduce operational
costs in the business. How would you advise the client?
50
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
The candidate should mention “more fuel efficient trucks” (or something similar) in his/her framework. If they dont, press them until they
mention it. Once included in the framework, mention that: the client was interested in exploring that option. Move on to question 1.
Framework Guidance:
Note: There are many possible alternatives to this framework. These are a few considerations that the interviewee should include in their framework
Profitability
Revenue:
Prices: Can we
raise them?
Delivery Mix:
Prioritize more
expensive freight?
Use doubletrailers
per delivery instead
of single trailers
Costs:
Fuel: What are fuel
prices? Can we hedge?
Depreciation: What are
the depreciation life-span
on trucks?
Overhead: Can we
reduce admin staff?
Outsource: Contract labor
Load per Truck: How full
are the loads per
delivery?
Investments
Buy new fuel efficient
trucks
Add energy saving
technology e.g. spoilers,
speed limiters, drag
resistant wheels, etc.
Purchase a low cost-
leader transportation
company
Develop drone delivery
capabilities
Explore autonomous
trucks
Other
Explore other high margin
markets e.g. airfreight,
shipping, railways, etc.
Innovate
51
Question 1:
The client is interested in purchasing more fuel efficient hybrid truck fleets that use both batteries and
diesel fuel. What are some of the cost considerations the client should be aware of in making this
decision?
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
Answer:
The candidate can list any number of factors to consider, but it is crucial for the candidate to list these five cost considerations below. Press
the candidate if he / she is missing any of the following five factors.
1. Price/cost of truck
2. Maintenance
3. Insurance
4. (Fuel usage) miles per gallon (MPG)
5. Depreciation
Bonus Question:
What costs do you believe would increase if National Express were to use hybrid trucks?
Guidance: This question tests a candidates business judgement. The price of the truck, maintenance, and insurance are good answers
because the hybrid models have more technology and are more complex than a standard truck. Hand the candidate Exhibit 1.
52
EXHIBIT 1: COST OF OPERATING EACH SEMI
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
*National Express pays an average $3.00 per gallon for fuel
Financial Metrics Standard Truck Hybrid Truck
Purchase Price $100,000 $150,000
Maintenance / Yr. $5,000 $8,000
Insurance / Yr. $2,000 $3,000
Avg. Miles Driven / Yr. 60,000 60,000
MPG 10 20
Vehicle Lifespan 10 Years 10 Years
53
Question 2:
We ran two cost scenarios for the client to compare the cost of operating a hybrid truck vs. a standard
diesel truck. What are the potential cost savings (if any) from switching to a hybrid truck?
Candidate should ask about the depreciation schedule: Answer National express uses straight-line depreciation for all of
their trucks. All trucks will have a $0 salvage value at the end of their lifespan.
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
Answer:
Standard Semi:
Maintenance + Insurance = $7,000; Depreciation = $100k / 10 years = $10,000; Fuel = 60,000 Miles / 10 MPG = 6,000 x $3.00 per gallon
= $7,000 + $10,000 + $18,000 = $35,000 Annually per truck
Hybrid Semi:
Maintenance + Insurance = $11,000; Depreciation = $150k / 10 years = $15,000; Fuel = 60,000 Miles / 20 MPG = 3,000 x $3.00 per gallon
= $11,000 + $15,000 + $9,000 = $35,000 Annually per truck
There are no annual savings Move on to question 3
54
Question 3:
Given the results of the analysis, would you recommend for National Logistics to invest in hybrid
trucks? Why or why not?
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
Guidance:
There is no right or wrong answer (except I dont know). This question is meant to judge how well a candidate can make a decision and
justify their decision during moments of ambiguity.
Possible answers could include:
Yes. Possible rationales: The savings can be even more if gas prices continue to rise; the company can extend the useful life of the hybrid
trucks to reduce depreciation expense; the company can explore negotiating maintenance costs down; Hybrid trucks are better for the
environment and may have tax reduction implications; Switch insurance providers or negotiate on costs
No. Possible Rationales: Gas prices may fall, this making the standard trucks cheaper to operate; the purchase doesnt meet the companys
primary goal of reducing costs; tying up resources in new trucks creates an opportunity cost against more potentially profitable projects
Many more sound rationales can be used to explain the candidate’s choice. It is up to the interviewer to judge whether the candidate’s
judgement I sound
55
BRAINSTORM
01 | CASE: NATIONAL LOGISTICS
The client also wants to get our thoughts on how they can reduce their shortage of truckers. Brainstorm some
ways National Logistics can reduce their shortage.
Internal
Pay & Benefits (call out that these reduce profitability)
Offer starting bonuses
Increase salaries
Offer more vacation
More Flexible hours
Better healthcare coverage
Reduce employment restrictions
Lower education restrictions
Low work experience
Get help internally
Have overhead employees drive during peak
seasons
External
Hire contract drivers part-time during peak seasons
Sponsor international drivers with visas
Invest in autonomous truck technology
Form delivery partnerships with competitors
Lookinto heavy duty drones for short routes
Guidance: Internal options are plentiful. The most creative candidates will come up with innovative solutions that are
external to the company. (Buckets don’t have to be internal vs. external)
56
CONCLUSION
01 | CASE: NATIONAL LOGISTICS
UVA Darden School of Business 2018-19 Casebook
To conclude, the interviewee should provide the following:
Recommendation:
Should National Logistics invest in new trucks? (Yes/ No) and why?
(If not) what other cost saving initiatives can they explore (from framework)?
Risks:
Fuel prices will impact savings
Maintenance costs may vary
Driver wages may continue to rise in strong economy
Next Steps:
Explore other cost savings alternatives like… (refer to framework)
Look for ways to reduce hybrid truck insurance or maintenance costs, etc..
57
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
58
Styrofoam Situation
BCG | Round 2 | Manufacturing
59
BCG | 2 | B2B
02 | CASE: STYROFOAM SITUATION
STYROFOAM SITUATION
BEHAVIORAL
INTERVIEW
QUESTION:
1. Talk to me
about how you
built credibility
in your first job
2. Tell me about
a time you were
part of a team
and things did
not go smoothly,
what did you
do? What
lessons did you
learn?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked.
Cup Co’s customer base consists of only of restaurant chains in the US
(think McDonalds etc)
For the purpose of this case, assume Cup Co has only one product
Cup Co manufactures its product in the US
Chalice Inc is a Chinese based Company with no other product in the US
Prompt:
Your client is the CEO of Cup Co, a national supplier of Styrofoam cups to
restaurants. While profit has been steady, she is worried about the influx of
cheaper products from China by a new competitor (Chalice Inc) and has
called you in to give a recommendation on how to ensure continued
profitability.
60
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
All items should be framed relative to Cup Co. vs. Chalice Inc. (could be in a table)
Financial considerations simple profitability tree
Revenue Number of customers, Average unit sold to customers, price per unit
Cost Fixed cost of production, variable cost of production, overhead like shipping etc.
Mix Not important since we are concerned about only one product
Non-financial considerations
Customers What matters to them?
Competition both new and old
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
The revenue and cost structure for both Cup Co and Chalice Inc (provide exhibit 1)
61
EXHIBIT 1
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
Cup Co. (Cents) Chalice Inc. (Cents)
Price 10 7
Cost
Manufacturing 4 4
Shipping 3 3
Distribution - 2
62
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1.
Calculate the profitability for both Cup Co and Chalice Inc
Quickly notice that Cup Co’s net margin is 30% (which is good), while Chalice Inc is running at a loss
All of Cup Co’s profit will be eroded if they try to match Chalice Inc’s price
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Good interviewees will move to brainstorming why Chalice Inc is willing to sell at a low price even though
they are losing money (possible ideas include lowering price to gain market share or US market
knowledge for other product launches)
Next, the interviewee should begin to explore options available to the Cup Co. Provide Exhibit 2 when
interviewee asks for it
63
EXHIBIT 2
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
0 10 20 30 40 50 60 70
Service reliability
Price
Design
Customers preference (%)
0
1
2
3
4
5
6
7
8
9
10
Cup Co Chalice Inc
Design Score
0
1
2
3
4
5
6
7
8
9
10
Cup Co Chalice Inc
Service Relaibility Score
64
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1. This is where you insert question and the answers to the question
The most important metric to customers is reliability of service and Cup Co ranks a lot higher than Chalice
Inc
Good interviewee might point out the fact that importing products from China adds additional logistics
problems which may be impacting their service reliability score
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
At this point in the case, the interviewee should move on to brainstorm Cup Co’s possible responses
65
BRAINSTORM
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
Cup Co is currently in a good position relative to Chalice Inc. What are possible strategies to reinforce
this position?
66
Offensive Strategies:
Lower prices a little in order to send a signal to customers
Negotiate contracts with customers to lock them in
Improve design (candidate should realize that while this isnt very important, it
is worth exploring)
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Good interviewees will identify which of the strategies identified above they want to explore first. Note that
there are no right answers as long as the interviewee justifies their thinking.
Brainstorming Guidance:
Note: This is just one possible set of categories and answers. Many more are possible, and interviewers should assess both the volume and relevance of answers.
Defensive Strategies:
Further identify ways to improve service reliability e.g. optimizing delivery
routes
67
CONCLUSION
02 | CASE: STYROFOAM SITUATION
UVA Darden School of Business 2018-19 Casebook
To conclude, the interviewee should provide the following:
Summary:
Cup Co is better positioned in the market than Chalice Inc. Price is not the customers pain point, hence
Chalice Inc does not currently present too much risks
Recommendation:
Cup Co should not lower its price
It should defend and possibly improve its rating in high service reliability
Risks:
Price may become a pain point e. g if the economy experiences a down turn
Next Steps:
Explore ways to improve service reliability e.g. delivery route optimization
68
North-South Pharma Co.
A.T. Kearney | Round 1 | Healthcare
69
A.T. Kearney | Round 1 | Healthcare
03 | CASE: NORTH- SOUTH PHARMA CO
NORTH-SOUTH PHARMA CO
BEHAVIORAL
INTERVIEW
QUESTION:
1. Please tell me
about a time that
you had to
deliver difficult
news in a
professional
environment.
UVA Darden School of Business 2018-19 Casebook
.
Encourage the student to size the market, making assumptions as necessary.
Prompt:
North-South Pharma Co is a US-based pharmaceutical manufacturer. The
company owns a plant in the United States that is active in serving US
customers through pharmacies, and also owns an idle plant in South America.
1. Market Size: Forecast Revenue for North-South Pharma Co
2. What should North-South Pharma Co do with its idle South American facility
70
Market Sizing Guidance:
300M people in US x 10% visiting doctor = 30M people getting prescriptions
30M prescriptions x 20 refills/yr. = 600M prescriptions/yr
600M prescriptions x $0.50/prescription = $300M
North-South Pharma Co 5% market capture = $15M revenue opportunity
UVA Darden School of Business 2018-19 Casebook
03 | NORTH- SOUTH PHARMA CO
71
UVA Darden School of Business 2018-19 Casebook
Prompt #2:
What should North-South Pharma do with its idle South American facility?
Candidate should now create a framework.
03 | NORTH- SOUTH PHARMA CO
72
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
One possible framework would be a matrix with the different facility locations (US and SA) in the columns,
and cost categories (Fixed and Variable) in the rows.
03 | CASES: NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
Insights:
A strong candidate will point out items such as:
The SA facility will have cheaper fixed costs for: land, SG&A, Marketing, PPE, etc.
Shipping & Delivery to serve US customers (only serves US patients) will be expensive
Variable cost for labor will be cheaper and materials may be cheaper.
73
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Profitability, with a focus on operating costs in the US vs. in South America
03 | CASES: NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
74
EXHIBIT 1
UVA Darden School of Business 2018-19 Casebook
US South America
REMEMBER Revenue $ 0.50 $ 0.50
Labor $ 0.10 $ 0.05
Raw Materials $ 0.10 $ 0.05
Transportation $ 0.05 $ 0.20
To ta l $ 0.25 $ 0.30
Contribution Margin $ 0.25 $ 0.20
Fixed Cost $ 5,000,000 $ 4,000,000
Capacity 50,000,000
20,000,000
REMEMBER Max necessary production (based on #1)
30,000,000 30,000,000
CM To ta l $ 7,500,000 $ 4,000,000
Fixed Cost $ 5,000,000 $ 4,000,000
Profit $ 2,500,000 $ -
Interviewer
should not
show this to
the student. Let
them ask for
this cost info
then provide
verbally.
Provided in #1 market
sizing; interviewer should
not provide again
03 | NORTH- SOUTH PHARMA CO
Provided in #1 market
sizing; interviewer should
not provide again
75
Exhibit Guidance:
Based on profitability analysis, student should draw the following conclusions
The SA facility is only breaking even whereas US facility is profitable
Based on this analysis, I’m led to believe the SA facility may be a candidate for shutdown.
Alternative idea: “Transportation cost is the driver of high variable costs, so either shut it down/dispose
of it, or get it up and running to serve local South American market where transportation costs would
likely be lower.
Student should seek to drive to conclusion think about what North-South could do with SA facility…
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
76
BRAINSTORM
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
Brainstorming prompt:
Student should seek to drive to next step in conclusion think about what North-South should do with SA
facility. If he/she does not get there, interviewer should prompt with question:
What else can North-South Pharma Co do with South American facility at this point?
77
Possible Brainstorm Responses:
Student should begin brainstorming opportunities:
Sell facility
As-is to a competitor or manufacturing company
In-pieces with equipment, materials, land, sold separately
Repurpose facility
Use as training facility for workers in US plant
Use as a sales facility only (may not be ideal as high cost for large lot of land and facility
Sublet to competitor or manufacturing company
Get facility up and running to serve South American medical market (enter new market)
Burn facility to the ground for the insurance money (possible ethical dilemma?...but certainly creative)
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
78
CLOSING BRAINSTORM
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
Brainstorming prompt:
Interviewer should not need to provide prompt; student should begin to ask questions and consider implications
of actions described in previous slide. If student has exhausted thought process, provide final brainstorm:
What would be the implications of keeping the facility and entering the South American market for
pharmaceuticals?
79
Internal:
Get workforce up and running
Hiring (sales, manufacturing, distribution)
Training (sales, manufacturing, distribution)
Onboarding new employees
Manage distribution
Hold inventory for local distribution (vs. shipping inventory to US
immediately after production)
Find and build relationships with distribution partners (medical
product carriers)
Build relationships with hospitals/pharmacies to become
prescription provider
Dont alienate current workforce or clients; damage brand
Paying too much attention abroad may lose sight of work in US
facilities
Clients in US may be discouraged by entry into emerging market;
brand perception implications
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
Brainstorming Guidance:
External:
Determine market size and opportunity in South America
What is target population?
Where is demand located?
What are demand conditions for prescriptions in South America?
Evaluate health landscape in South America
What prescriptions will North-South need to manufacture/distribute and
what are dynamics of creating/selling them?
Evaluate South American geopolitical environment impacting corporations
What are taxation rules for corporations selling in South America?
What regulations exist governing pharmaceuticals in South America
How does corruption affect corporations and pharma market in South
America in particular
80
CONCLUSION
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
Summary:
North-South Pharma Co is a pharmaceutical manufacturer and distributor with facilities in the US and South America but
distribution operations currently limited to the US
Recommendation:
There are multiple correct answers:
Get rid of the facility
Risks: low selling price, letting go of existing employees in SA bad for morale and expensive (severance)
Next Steps: contact real estate agent in SA to identify potential buyers; work with human capital consultancy to limit
employee layoffs (repurpose employees) and impacts
Maintain facility and enter market for pharmaceuticals (sell/distribute) in South America
Risks: high cost of entering entirely new market; regulatory hurdles; alienate/neglect current US employees and clients
Next Steps: Contact legal aid to determine regulation and steps to selling; prospect hospitals and pharmacies to
introduce selves
81
CASE EVALUATION (OPTIONAL)
03 | NORTH- SOUTH PHARMA CO
UVA Darden School of Business 2018-19 Casebook
The best interviews with this case include the following: (Enter key things an interviewer should look for in this
case
Interviewee should be independent in sizing the market, willing to make assumptions where necessary and
asking for information as needed (ex. how much revenue does North-South Pharma Co make per
prescription)
Interviewee should drive to solution after completing Exhibit 1 math (What does it mean for the US facility to
be profitable but the South American facility to be breaking even? How should North-South think about that
in the shut down/keep open context)
This case hinges around brainstorming interviewee should be creative in considering options for North-
South/what the firm can do with the idle facility, and in considering implications of entering a new market in
an emerging economy (potentially veering from existing US-centric sales/distribution model)
82
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Function Knowledge
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise/ Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
83
Fire Proof Inc.
Parthenon | Round 1 | Manufacturing
84
Parthenon EY | Round 1 | Manufacturing
04 | CASE: FIRE PROOF
FIRE PROOF
BEHAVIORAL
INTERVIEW
QUESTION:
1. What is your
favorite class at
Darden and why?
2. Tell me about
a time where you
had to make a
decision with
limited
information.
What was your
approach?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information: Note: Provide this only if corresponding questions are asked.
How does Fire Proof Inc. make money? They sign contracts with municipalities and cities to supply fire proof
apparel to fire departments
How large is Fire Proof Inc.? Fire Proof Inc. does $500M in annual sales and has been growing at 4% yearly over
the last 5 years
How many competitors do they have / Market position? Fire Proof is number 1 in the fire equipment market but
they have 3 main competitors that compete for government contracts
How diversified are their competitors: Fire equipment makes up no more than 25% of all 3 competitors revenue.
Why haven’t Fire Proof diversified their business before? The company focused on mastering what they knew
and improving their operations in building fire equipment
Prompt:
The CEO of Fire Proof Inc. wants to find new ways to diversify her revenue
and product line. Currently, Fire Proof only sells fire resistant jackets, gloves,
hard-hats, and tools to government sponsored fire departments nationwide.
The CEO believes the company can expand their operations to make
equipment for other industries. How would you advise Fire Proof Inc.?
85
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
04 | CASE: FIRE PROOF
How to Move Forward:
To move forward, the interviewee should address any form of product similarities as a criteria somewhere in their framework. Call attention to that bullet point and
mention the text below.
Mention: client has done some research into the supplying equipment for police departments. Exhibit 1 details some of the information they have found. Hand the
interviewee Exhibit 1.
Internal Capabilities
Manufacturing capacity
- Can we build it?
Supply chain capacity
- Do we have the
network?
Industry knowledge
- Do they have the talent
to make a good
product?
Financial resources
- Can Fire Proof afford
investment required?
Product Similarities
Raw material overlap
- Can we use the same
materials
Customer Overlap
- Are the customers
similar? (government)
Production overlap
- Is the manufacturing
process similar?
Market Attractiveness
How many competitors are in
the new industry?
What is the size of the new
market?
Is the new market growing?
Are there high barriers to
entry?
Financials
What is the investment
required to enter new market?
Do you acquire a company or
build internally?
What are the new profit
margins Fire Proof can
achieve?
When can the company break
even?
86
Police Equipment
Production
Overlap
Market Size Market Growth* # of Competitors
Officer Uniforms $1.5B 5% 3
Hand Cuffs $300M -2% 8
Police Badges $100M 3% 4
Bullet Proof Vests $600M 10% 20
Weapon Holsters $300M 5% 12
Riot Shields $450M 12% 6
Body Cameras $250M 50% 25
EXHIBIT 1
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
* Annual market growth over the last 3 years
87
Question 1
Which product market is the most & least attractive for Fire Proof to enter? Why?
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
Exhibit & Question Guidance:
After looking at exhibit 1, candidates should be able to identify and call out the following:
The most attractive markets have 1. high production overlap, 2. large market sizes, 3. high growth, and 4. higher number of competitors (fragmented market)
Call outs:
- Most attractive: Bullet Proof Vests Why? 1. High production overlap, 2. Second largest market size, 3. Double digit growth, 4. Fragmented market for
easier penetration
- Least Attractive: Police Badges Why? 1. Low production overlap, 2. Smallest market 3. Low growth, 4. Highly concentrated market
- Bonus call outs:
Uniforms look interesting because of its large size and overlap, but the high concentration of competitors makes for a difficult market entry
Body Cameras look interesting due to the high growth and market fragmentation, but this should be avoided because it is out of Fire Proofs area of
expertise (as illustrated from the low overlap)
Riot Shields are a close second place to bullet proof vests because although it has a faster growth rate, it also has fewer competitors (more
concentrated market)
Once the candidate identifies that bullet proof vests is the most attractive market, move on to question 2.
88
Question 2:
Our team has done some internal analysis and have identified that Fire Proof can realistically capture 30% of the bullet proof vest market in 3
years. What is Fire Proofs projected revenues for bullet proof vests in year 3?
* Supply only when asked: Assume that the market will continue to grow at 10% each year over the next 3 years
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
Directions:
Math analysis:
Year 1: ($600M x 1.1) = $660M; Year 2: ($660M x 1.1) = ($660 + $66M) = $726M; Year 3: ($726M x1.1) = ($726M + $72.6M) = $798.6M ~round to $800M
Fire Proof Revenue = $800M x 30% = $240M In 3 years
10% of 660
89
Question 3:
Our team has identified that Fire Proof will need to invest $100M in capital expenditures to configure their plants to make bullet proof vests. If
the company has a target ROI in 3 years of at least 15%, will they meet their goal?
Supply only when asked:
Estimated market share by year: Year 1: 10%, Year 2: 20%, Year 3: 30%
Average yearly net profit margin: 25%
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
Directions:
Math analysis:
Year 1: Revenue = 10% x $660M = $66M Net Profits: (25% x $66M) = $13.2M + $3.3M = $16.5M
Year 2: Revenue = 20% x $726M = (72.6M x 2) = $145.2M Net Profits: (25% x $145.2M) = ($14.52 x 2) = $29.04M + 7.26M = 36.3M
Year 3: Revenue = 30% x $800M = $240M Net Profits: (240 / 4) = $60M
Total net profit over 3 years = $16.5M + $36.3M + $60M = $112.8M
ROI = ~$113M / $100M = ~13%
2 x 10% of 66
1/2 x 10% of 66
Post Analysis question:
Ask the interviewee if he/she thinks this is still a good investment despite not hitting the 15% goal. (No right or wrong answers). Expected answers: Yes, because it is
very close and the company needs to diversify (main priority); No, because there may be other markets we havent explored yet that can allow them to hit their goals.
90
Military Equipment
Military vests
Weapon Harness
Military uniforms
Etc.
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
Creative candidates will be able to quickly map out alternative industries and products for diversification. The best candidates will have clear
buckets representing industries followed by a list of potential product lines to support that industry / market.
Brainstorming Guidance:
Note: This is just one possible set of categories and answers. Many more are possible, and interviewers should assess both the volume and relevance of answers.
Medical Accessories:
Medical coats
Stethoscopes
Gloves
Tunics
Construction:
Hardhats
Construction jackets
Safety visors / glasses
Hammers, pick-axe, etc.
Recreational Gear
Hiking Boots
Heavy duty jackets
Sleeping bags
Thermal gear
BRAINSTORMING
Beyond just the police department, what are other markets and/or products that Fire Proof can consider to diversify their revenue
stream?
91
CONCLUSION
04 | CASE: FIRE PROOF
UVA Darden School of Business 2018-19 Casebook
To conclude, the interviewee should provide the following:
Recommendation:
Should Fire Proof diversify their product stream to make bullet proof vest for police departments? (Yes/No & why?
Mention:
What makes the market attractive / not attractive?
What are the financial implications?
Risks:
(If yes): Could include - Cost overruns to $100M projected investment, competitors fight back hard; thus eroding profit
margins, competitor relationships with customers may be strong, government budgets could change, etc.
(If No): Potential lack of other alternatives, another competitor enters bullet proof vest market first, company is still
undiversified
Next Steps:
Explore other potential markets (as discussed in brainstorming session), explore acquisition vs internal investment
approach, dive deeper into competitor contract relationships, etc.
92
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
93
High Quality Bottles
Parthenon | Round 1 | Manufacturing
94
Parthenon | Round 1 | Hospitality/ Manufacturing
05 | CASE: HIGH QUALITY BOTTLES
HIGH QUALITY BOTTLES
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
a time where you
leveraged data
to make a
decision.
2. Tell me about
a time where you
had to convince
others to see
something your
way.
UVA Darden School of Business 2018-19 Casebook
Clarifying Information: Note: Provide this only if corresponding questions are asked.
What is the size of the city? Medium sized city, about the size of Seattle or Dallas
How many hotels are in the local market? There are roughly 50 hotels in the region
Are we looking for dollar value or units? The client is primarily focused on market size in dollar value
What is goal/ makes this a desirable venture? Right now the client only wants to know market size but later,
profitability, namely potential profit margins above 25% will be important in determining if the market is attractive
How broad of a market is HQB looking at? The clients only focus is the local hotel market
Which products is HQB looking to supply? Only shampoos, body wash, conditioners, and lotions for each hotel
room (1 of bottle each for a total of 4 per hotel room
)
How big is HQBs Business currently? HQB currently does $20 million in revenue
Prompt:
After successfully servicing large beverage companies over the last 20 years, our
client, the CEO of High Quality Bottles (HQB), a small plastics manufacturing and
bottling company, wants to expand into the hospitality and leisure space. Specifically,
she wants HQB to supply local hotel chains with bottled toiletries like shampoos,
conditioners, body wash, and lotions. HQB already has the interest of local hotels in
their hometown and they need your help in identifying the potential size of this
business and deciding if it is worth pursuing. How would you approach finding the
market size for the
first year in this expansion?
95
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
The interviewee should create a framework that identifies the key elements needed to find the market size. -An ideal
framework should contain some of the following elements:
Strong candidates will identify that they will need to calculate: (first order + all future replenishment orders) = Market
size because they are looking at the first year’s market size.
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Once the interviewee has at least some measures of (room count, occupancy, and replenishment), the interviewee
should ask for at least one of those values to get exhibit 1. Hand the interviewee exhibit 1 and move on to question 1.
Room Count
# of hotels in the region
Avg. # of rooms per hotel
Occupancy
Avg. occupancy rates (per night,
week, year, etc.)
Average length of stay
OR average number room turnover
per week
Order & Replenishment
Number of bottles per room
Avg. number of bottles used per
stay
Price charged per bottle
96
EXHIBIT 1
REGIONAL HOTEL INDUSTRY STATISTICS
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
50 Hotels
120 Rooms /
Hotel
80% Occupancy
Rate
3 Stays per
Week**
*HQB Estimates that the average guest will use 2.5 bottles per stay
** The average stay is two nights per week which means each room typically turns over 3 times a week
97
Exhibit 1 Guidance:
QUESTION 1: What is the market size of supplying hotel toiletries in this region in dollars in year 1?
ANSWER:
(Additional pricing per bottle information listed in “how to move forward session below)
INITIAL ORDER: Hotels (50) x Avg. Rooms / Hotel (120) = Total Rooms (6000) x Number of Bottles / Room (4) = Total Bottles 24,000
REPLENISHMENT ORDERS: Hotels (50) x Avg. Rooms / Hotel (120) = Total Rooms (6000) x Occupancy Rate (80%) = Rooms being used (4800)
Room Usage (4800) x Stays / wk. (3) = Total Stays / wk. (14,400) x Avg. Bottles Used / Stay (2.5) = (36,000) Bottles / wk.
Bottles / wk. (36,000) x wks. / year (50) or (52) = bottles / year 1,800,000 or 1,872,000
Initial Order (24,000) Bottles x Price ($0.50) per Bottle = $12,000 + Replenishment: 1.8M or 1.872M x (0.50) = $900k or $936k
Market size for this region is ($12k + 900k) =$912k if they rounded and ($12k + $936k) = $948k if they didn’t round
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
The interviewee is missing information on the price per bottle. Only provide the following if asked: The price per bottle
charged to each hotel is $0.50
It is strongly advised and acceptable that the interviewee uses 50 weeks/ year rather than 52 weeks
Once the interviewee comes up with a number, move forward to the next brainstorming session
98
BRAINSTORM
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
What other information should the client know to determine whether this is an attractive business to
enter into?
The interviewee should list new things that were not previously included in the framework. Use the
brainstorming hints on the next page to identify possible solutions
99
Internal Factors
Cost of Ingredients
Cost of Labor
Cost of Plastics / Raw Materials
Distribution Costs
Factory Capacity
Capital Expenditure Costs
Depreciation of equipment
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
Directions:
To get to the next portion of the case, the interviewee should ask to explore:
Ask the interviewee which element he /she would like to focus on to gauge whether this is a great business
idea.
The interviewee should at least mention one of the following costs: raw material, distribution, ingredients.
Once mentioned, read off the data points on the next page to the interviewee.
Brainstorming Guidance:
Note: This is just one possible set of categories and answers. Many more are possible, and interviewers should assess both the volume and relevance of answers.
External Factors
Number of Competitors
Health of local tourism economy
Health of local Businesses (Business Travel)
Emergence of threats to hotels like Air BnB
Sustainability trends (recycling, water usage, etc.)
100
ADDITIONAL DATA POINTS
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
HQB has supplied us with the following data points:
(Do not give this page to the interviewee)
Cost of Ingredients: $0.20 per bottle
Cost to make Bottle: $0.05 per bottle
Cost of Distribution: $1.00 per case
Bottles per case: 20 bottles
Fixed Labor* $100,000/ Yr.
Cap Ex for new equip.: $250,000
Depreciation Straight-line over 10 years starting with year 1 to $0 salvage value
QUESTION 2: What profit margin can HQB can expect in the first year if it captured 100% of the market?
101
Math Guidance:
The interviewee should notice and verbally acknowledge the following:
Raw material & Ingredient Costs: 50% of revenue or 25% of total Y1 volume 1.824M x .25% = $456k, or ~1.9M x .25% =
~$475k
Distribution Costs: Cost/ Bottle = ($1/ 20 bottles)= 0.05 x 1.824M = $91.2k or ~$95k (52 wks.)
End formula: Rev Fixed Labor Variable materials costs Distribution Depreciation = Profit dollars/ revenue = PM
$912k - $100k - $456k - $91.2k - $25k = ~240k/ $912k = ~26% Profit Margin (Answer Between 25-30% is fine)
$950k - $100k - $474k - $95k - $25k = ~256k/ 950k = 27% Profit Margin (Answer Between 25-30% is fine)
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
Directions:
The Interviewee should identify that the full Cap Ex. should not be included in the profitability calculation only the first
year’s depreciation
Interviewee is not expected to give the exact profit margins. Just the range to gauge mathematical judgement
QUESTION 3: Considering that HQB’s average profit margin on its beverage operations is 25%, is this new
business opportunity attractive?
- Generally, the answer is yes since the profits are close / a little higher in the new business
102
CONCLUSION
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
The client is about to come in at any moment, can you summarize your findings and recommendations for this expansion?
Summary:
Interviewee should quantify the market size
Quantify the profit margins
Recommendation:
Move forward or not with expansion (No right or wrong) but should explain why
Risks:
Changes to raw material costs could significantly reduce profitability below threshold
Single region risk
Market share is unlikely to be 100%
Next Steps: (Potential points)
Look at scale expansions beyond region
Looking at hedging process for input costs
103
CASE EVALUATION (OPTIONAL)
05 | CASE: HIGH QUALITY BOTTLES
UVA Darden School of Business 2018-19 Casebook
The best interviewees on this case include the following:
Identify goals of the case in clarifying questions
Include all elements needed to market size the region
Realize that they’ll need to calculate the size of the initial order + replenishment order
Understand how to pull the pieces together in exhibit 1 to calculate market size
They should also recognize that they need the price per unit of each bottle (which isn’t directly given)
Brainstorm appropriate measures needed to identify is business is attractive
Able to pull all the cost information together to create a profitability picture
Tie the fact that this business has a 25-30% margin vs. the former beverage business
Identify the fact that fluctuations in raw materials variable costs can reduce profit margins to below threshold
104
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
105
Canyon Capital Partners
Bain & Co. | Round 1 | Financial Services
106
Bain & Co. | Round 1 | Industry
06 | CASE: CANYON CAPITAL PARTNERS
CANYON CAPITAL PARTNERS
BEHAVIORAL
INTERVIEW
QUESTIONS:
1. TELL ME
ABOUT A TIME
WHEN YOU WERE
PART OF A HIGH
PERFORMING
TEAM. WHAT
WAS YOUR ROLE
IN ACHIEVING
SUCCESS?
2. IF I TALKED
TO YOUR LAST
BOSS, WHAT IS
THE ONE BEST
THING HE OR
SHE WOULD
TELL ME ABOUT
YOU?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked.
What do hedge funds do?
Manage their investors’money to generate above market investment returns. CCP only
invests in US public equity markets.
How much money does CCP manage?
Current assets under management (AuM) are $ 2.1 billion. In the past
three years, the fund has not had any new in or outflows of investor money.
What are management fees?
Fixed fees paid on the average balance of assets under management. CCP’s
managementfees were 2.0% per year, but were reduced to 1.5% since 2016 because of competitive pressure.
What are carried interests?
Share of investment performance appropriated by the funds managers as additional
compensation.CCP takes 20% of all investment gains in excess of the 15% hurdle rate in the year.
Your client is Canyon Capital Partners (CCP). CCP is a long-established
hedge fund headquartered in Hartford, CT. Hedge funds make money mainly
out of management fees and carried interests. Over the past two years,
CCP’s profits have been declining. Its CEO and founder has hired you to
help her understand why are profits trending down and what should she do to
restore the firm to a more profitable route.
107
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
Revenues
Management Fees
Assets under Management
Carried Interests
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
The interviewee should explore both trends in Revenues and Costs. External factors should not be explored in this analysis.
Exhibit 1 should be given upon request of data on Revenues.
Exhibit 2 should be given upon request of data on Costs.
Costs
Employee Compensation
Office Rent
Research Materials
External
Regulation
Competition
Market Trends
108
EXHIBIT 1 AuM & Investment Performance
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
0%
10%
20%
30%
40%
50%
0
500
1,000
1,500
2,000
2,500
Investment Performance
Assets under Management
AuM ($mm) Investment Performance
109
Exhibit Guidance:
The interviewee should notice that AuM is steadily increasing and that investment performance was good in 2015, but disappointing in 2016
and 2017. The interviewee should proactively calculate total revenues per year.
NOTE: The interviewee may require coaching and should not be penalized for this, but he or she should drive the discussion. If interviewee
asks for specific figures, ask them to estimate based on what is visible in the chart.
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
If the interviewee started by exploring revenue trends, he/she should next ask about costs.
2015 2016 2017
Average AuM ($mm) 1,600 1,800 1,900
Management Fee (%) 2.00% 1.50%
1.50%
Management Fee Revenue ($mm) 32.0 27.0 28.5
Investment Performance 20% 5%
0%
Carried Interests Revenue ($mm) 15.0 0.0 0.0
Total Revenues ($mm) 47.0 27.0 28.5
Carried Interest Revenues 2015
1 Initial AuM ($mm) 1,500
2 Total Return (%) 20%
3 Total Return ($mm) [1×2] 300
4 Excess Return ($mm) [3−1×
15%]
75
Carried Interests ($mm) [4×20%] 15
110
EXHIBIT 2 Employee Headcount
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
2015 2016 2017
C-Suite 3 3 3
Portfolio Managers 3 3 4
Associates 7 10 16
Analysts 13 11 9
Traders 3 3 3
Support Staff 7 8 9
111
Exhibit Guidance:
The interviewee should notice the increasing headcount and how the number of associates has been increasing rapidly while the number of
analysts has decreased in the same period.
When asked about compensation structure, disclose that each employee receives annual salaries according to the table below.
Only C-suite and Portfolio Managers receive variable compensation. It is directly tied to fund profitability and therefore irrelevant to
profitability analysis.
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
Directions:
To get to the next portion of the case, the interviewee should ask to explore:
If asked about office rent, say that the fund has a long-term lease with minor annual price adjustments. Irrelevant to the analysis.
If asked about research material costs, say that the fund has not made any changes to its research resources in the past years, nor have
prices changed.
If the interviewee started by exploring cost trends, he/she should next ask about revenues.
Salary ($)
Salary ($)
C-Suite 1,500,000 Analysts
100,000
Portfolio Managers 500,000 Traders
200,000
Associates 250,000 Support Staff
75,000
2015
2016 2017
Total Revenues ($mm)
47.000
27.000 28.500
Total Salary ($mm)
10.175
10.800 12.675
112
CONCLUSION
06 | CASE: CANYON CAPITAL PARTNERS
UVA Darden School of Business 2018-19 Casebook
To conclude, the interviewee should provide the following:
Summary:
CCP’s revenues have trended down because of lower management fees and recent poor investment performance. Costs have been up
because of increasing headcount and disproportionate ratio of associate to analysts.
Recommendation:
Revenues Increase management fee. Increase assets under management. Employ new investment strategies to improve returns.
Costs Promote employee turnover through meritocracy. Reduce number of associates and increase number of analysts.
Risks:
Increasing management fee may scare off investors.
Employee morale could be hurt by letting go of associates. Fund future growth could be hurt by decreasing headcount.
Next Steps:
Create strategy for new round of fund raising.
Which associates to let go. Set rules for employee turnover and promotion.
113
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
114
Transportation Tech Co.
Parthenon | Round 1 | Technology
115
Parthenon | Round 1 | Technology
07 | CASE: TRANSPORTATION TECH CO.
TRANSPORTATION TECH CO.
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
a time you had
to motivate a
teammate to do
something
he/she didn’t
want to do.
2. Tell me about
a time when you
went beyond
your
responsibilities
to achieve a
goal.
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked
Product The device transmits location and ETA info to schools and parents/legal guardians. Parents, bus
drivers, and school administrators access transmitted data and messages via a proprietary phone/tablet
application
Objective The clients primary goal is to figure out the best context/industry in which this product should be
rolled out. Success is defined as profit maximization.
Business model Our client will generate revenues by (1) initial sales of the devices and (2) technology service
plans. For purposes of this case, we are primarily focused on (1).
Life span The product would have a 5-year life span.
Prompt:
Our client, Transportation Tech Co., is a key player in the transportation
technology space. Recently, the client developed an innovative GPS fleet
tracking device which it believes could prove valuable to K-12 schools in the
US. We have been engaged to help our client determine whether this product
should be rolled out as a school bus tracking device.
116
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
Customers who would our client be selling to in a school bus context?
Competitors What, if any, similar products are being used?
Financial considerations (2) Potential market size and (2) profit tree
Candidate should think about the potential sources and drivers of revenues and costs associated with the product. These should be
case/industry specific!
Push the candidate to think through the buying process. If the candidate asks, you can tell them that purchasing decisions are made by
different decision-making units across school settings (i.e. district-level, school-level, bus drivers, etc.
If they dont do so on their own, push candidates to consider the specific benefits which could be derived from this product,for specific
key stakeholders (i.e. schools, bus drivers, students, parents, etc.)
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Market sizing
117
QUESTION 1
07 | CASE: TRANSPORTATION TECH CO.
.
UVA Darden School of Business 2018-19 Casebook
What is the potential addressable year 1 market size for this device in the US school bus space?
Guidance:
Tip: Candidates should begin market-sizing by verbalizing their formula/approach to size the market. For each variable laid out, candidates should verbalize what information would
be needed to solve for that variable (i.e. sometimes there will be multiple layers) and then confirm that the approach is reasonable to the interviewer. The candidate should then ask
for the relevant info as they tackle each variable in solving the market-sizing problem.
1. # School buses in the US = (# K-12 students in the US * % students riding bus)/(# students per bus)
a. Assume school-aged kids are 4-18; assume 320M people in the US, evenly distributed across ages, with life expectancy of 80 yers (i.e. 4M/year) = 15 * 4M =
60M
b. Assume 60% of students aged 4-13 ride and 30% of students aged 14-18 ride = (10/15 * 60%) + (5/15 * 30%) = 120%/3 + 30%/3 = 150%/3 = 50%
c. Assume average bus has roughly 13 rows on each side and can seat 2 students per row = 13 * 2 * 2 = 53 students per bus (appropriate to round to 50 or 60)
d. ((a) * (b) / (c)) = (60M * 50%) / 50 = 600K buses
2. # units per bus = 2 (give to candidate once they ask)
3. Selling price per unit = $200 (give to candidate once they ask)
Total potential addressable year 1 market size: (1) * (2) * (3) = 600K * 2 * $200 = $240M
118
QUESTION 2
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
If the client were to enter the school bus market, what do you think its year 1 new device sales would be?
Guidance:
Year 1 revenues = Potential year 1 market size * year 1 product adoption percentage
There is no correct response to this question. Here the interviewer should be looking for the candidate to
demonstrate business acumen and support his/her response. For example, most schools are very resource-
constrained, so year 1 adoption of 10% might be reasonable. Whatever the case, the interviewer should push
the candidate for supporting rationale for the product adoption % chosen.
119
QUESTION 3
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
What would you expect to be the annual revenues (in terms of new product sales) in year 5?
Guidance:
If they ask, candidates can assume that the overall market will not grow
Year 5 revenues = (Potential year 1 market size year 1 revenues year 2 revenues year 3 revenues
year 4 revenues) * year 5 product adoption percentage
Here the key is to remember that the product has a 5-year life span, so any school purchasing the device in
years 1-4 would be “out” of the market in year 5
Candidates should state their assumptions about adoption rates for years 2-5
120
QUESTION 4
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
What are some other sectors and outlets that could make sense for this new technology?
Guidance:
Push the candidate to brainstorm
Some examples might include commercial freight, shipping, public transportation, flight, cruise ships, rescue
boats, tour buses, drone fleets, etc.
121
QUESTION 5
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
Looking at the following data, which additional outlets do you think appear attractive? Why?
122
EXHIBIT 1
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
Note: Colors
represent
competitor
companies.
Letters represent
products.
123
Exhibit Guidance:
The candidate should avoid getting confused by the large amount of detail included in the exhibit. They
should quickly drive to insights once they understand the data presented
The key insights are:
Commercial freighters and cruise liners are the two largest markets and lack dominant competitors (highly
fragmented)
High growth rate in the commercial drone segment is not compelling enough to merit entry as annual segment
sales would only reach $120M in 5 years (using the rule of 72, sales wouldn’t double for 7.2 years), still making it
the smallest segment.
Thus, commercial freighters and cruise liners would be the two most attractive additional segments from the exhibit.
This does not necessarily mean, however, that the client should enter these markets
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
124
CONCLUSION
07 | CASE: TRANSPORTATION TECH CO.
UVA Darden School of Business 2018-19 Casebook
How should the client proceed?
To conclude, the interviewee should provide the following:
Summary
Recap the objective and important data and insights from the case
Recommendation:
Make a recommendation about whether the client should enter the school bus segment and why
Address any other segments that might be attractive for the client
Risks
Next Steps
125
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
126
Lonely Gas Station
BCG | Final Round | Retail/Oil & Gas
127
BCG | Round 2 | Retail/Oil & Gas
08 | CASES: LONELY GAS STATION
LONELY GAS STATION
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
a time you’ve
failed as a
leader.
2.What would
your learning
team tell me
about you?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked.
There are no other gas stations in town A or B
Gas is 75% of revenue (10% profit margin) and the gas station also offers car washes (25% of
revenue, 20% profit margin)
Criteria formaking sense” 1) making profit, 2) having a better chance to hold off new
competitors enter the market, 3) diversifying income
The gas stations current customers are residents of town A and B; there are no other customersc
Prompt:
Our client is the owner of a gas station between towns A and B 10 miles to each
town. He is wondering if it would make sense to add a convenience store to the gas
station.
This is intentionally open-ended. The interviewee will have to ask multiple questions to frame the
problem and gather the information necessary.
128
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
Revenue/profit of current and potential business
Gas station business
Convenience store business
Potential revenues, costs, up-front investment
Would adding the convenience store bring in addition gas station customers?
Market/Competition
Market size
Other convenience stores?
Growth in town A and/or B?
Changes in preference for gas (electric cars? Public transportation?
Product and client capabilities
Knowledge of retail/convenience stores
Supplier contacts
Management experience; potential to contract an external party to run convenience store
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
129
QUESTION 1
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
How profitable is the current business?
The interviewee should structure a logical approach to market sizing on their own; provide these numbers only after they identify that they need
the information
Market information:
1000 people in each town
80% of population owns a car
50% of car owners get gas from client
Math:
Per town: 1000 * 80% = 800; 800 * 50% = 400
Total: 400 * 2 = 800 person customer base
Math:
800 customers * $50 * 50 weeks/year = 2M on gas per year
2M * 40% of purchases made at client = $800K client revenue
75% of revenue is gas: $800K * 75% = $600K * 10% profit
margin = $60K profit
25% of revenue is other: $800K * 25% = $200K * 20% profit
margin = $40K profit
$60K + $40K = $100K profit per year
Profitability information:
Customers get gas on average 1x/week
Can tell interviewee to round down to 50 weeks/yr
Spend $50 each time
Customers make 40% of all gas purchases at the clients station
Interviewee should have already asked about gas station
revenue (clarifying questions) and learned that gas makes up
75% of revenue (10% profit margin) and other purchases are
25% (20% profit margin). Prompt if not: Do you think the
entire purchase is gas each time?
130
QUESTION 2
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
How profitable would the convenience store be on an ongoing basis?
Information on convenience store:
Gasoline customers will spend an additional $20 at the convenience
store per purchase, but will not increase frequency of purchases
Recurring costs for convenience store are:
Labor: $75K/year
Utilities: $5K/month
COGS: 50% of revenue
ONLY PROVIDE IF ASKED: 50% of town population who currently are
not customers (the remaining 1200 non-customers, not just the 80%
car owners) will spend $5 per week at the convenience store
Math:
Revenue existing customers:
800 customers * 50 weeks * 1 purchase/week * 40%
purchases made at our gas station = 16K total purchases
16K purchases * $20 = $320K addlrevenue
Revenue new customers:
1200 non-customers * 50% * $5 per week * 50 weeks =
$150K
Total revenue: $320 + $150 = $470K
Costs
COGS: $470K revenue * 50% = $235K
Labor: $75K
Utilities: 12 months * $5K = $60K
Profit:
$470K - $235K - $75K - $60K = $100K/year
131
QUESTION 2B
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
Given that, what is the NPV of opening a gas station?
Interviewee should ask for:
Up-front investment cost: $1M
Client’s Discount rate: 10%
Town population growth rate: 0%
Expected life: perpetuity
Calculation:
$100K annual profit/10% discount rate = $1M
Investment cost of $1M
NPV = 0
132
QUESTION 2C
08 | CASES: LONELY GAS STATION
What does the NPV of 0 mean for our client?
A strong interviewee would have moved to these insights after calculating that NPV = 0. if not, prompt with this question.
The interviewee can provide a recommendation either for or against the convenience store as long as it recognizes the NPV of 0 and is backed
up by logic.
Possible Answer:
For investment:
Diversification
Gain new customers who may start purchasing gas/potentially
increase frequency of visits of current customers to store
Against investment:
NPV of 0
Could be even worse in reality
High investment cost
UVA Darden School of Business 2018-19 Casebook
133
QUESTION 2D
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
What happens to the NPV if a convenience store competitor enters the market?
The interviewee should recognize that a competitor entering the market would make the situation less attractive for our client.
Should also mention that a competitors likely has a 0 NPV at best given our client is an established brand in the market with an established
customer base, so it seems unlikely that a competitor would want to enter.
Strong interviewees could take initiative to discuss ways to improve NPV if a competitor enters the market.
134
QUESTION 3
08 | CASES: LONELY GAS STATION
UVA Darden School of Business 2018-19 Casebook
The client also asked us to provide him with a list of things to consider in this decision. What would you tell
him?
Looking for a qualitative discussion of things to consider; a balanced answer will indicated both potential benefits and threats to widening the
clients business.
The interviewee can ask for a minute to brainstorm; a strong interviewee will have a structured approach
Possible answer:
Current Customers
Greater convenience
Higher revenue
Increasing frequency of visit
Longer wait times
New Customers
Converted to buy gasoline
Potential to attract customers from
other cities
Competition
New entrants
Supermarkets/restaurants/other
similar offerings
Differentiate with week/night hours
or something similar
Other
Is there enough space to add
a store?
Are there any regulatory
issues?
135
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
136
Copier Co.
Boston Consulting Group | Round 1 | Information Technology
137
Boston Consulting Group | Round 1 | Information Technology
09 | CASES: COPIER CO.
COPIER CO.
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
a challenge you
set for yourself
and then
accomplished.
2. What do you
want to get out
of a consulting
experience?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked
Sales Process The company actually bids on contracts; contracts are typically awarded to the
lowest bidder. The bid consists of a per copier cost which includes 1 year of maintenance as part of
sales price. Salesmen have free reign to determine bid price and are compensated based on
commission (% of overall sales)
Competition One major competitor (American Copiers), but a new, low-cost competitor (Bottom
Dollar Copier) has recently entered the market. These three companies are distributors and service
technicians, NOT manufacturers.
Product This case will focus on one identical copier sold/distributed by multiple firms
Prompt:
Copier, Co. is a national distributor of office equipment, particularly commercial-grade
copiers. The firm sells the equipment directly to companies for use in their offices, as
well as provides regular service including maintenance, repairs, and replacing
disposable parts. Recently, the company has experienced declining profit margins; we
have been hired to determine why this is happening and what to do to reverse the
trend.
138
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case:
The candidate should ask for data related to revenue and costs to help determine why profitability is declining. Let the candidate probe until
they ask for information regarding unit price and copier quantity. Then, show them Exhibit 1 and ask for reactions.
Profit:
Revenue:
Volume: # copiers sold/contracts awarded
Price: Avg. copier sale price/bid price
Costs:
FC: Sales force (base), warehousing, overhead
VC: Service/labor costs, COGS, transportation, sales
force (commission)
Non-Financial:
Competition:
Size and share of competitors (AC, BDC), bidding
process
Product:
Product quality and characteristics
Customer:
Changing customer preferences, different markets
Company:
Salesforce compensation, product mix
139
EXHIBIT 1
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
140
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1. This is where you insert question and the answers to the question
Good Response: Candidate should realize that there is a negative correlation the more copiers in the contract, the
lower per copier bid price (price wars for more contribution). A candidate should hypothesize why that may be so
perhaps the salespeople may be lowering bid price in effort to increase commission (due to higher sales from larger
quantity contracts) or looking to increase overall profit while overall margins are smaller.
Great response: Candidate should point out that there are a few contracts with high bid prices. With the information
about the new competitor in hand, candidate should ask for information for average sales price based on the competitors
for the contract.
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Information for average sales price based on the competitors for the contract
141
EXHIBIT 2
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
Copier Co. Successful Bid Info
* Service for 1 year included
Competing against
American Copier ONLY
Competing against
Bottom Dollar Copier
ONLY
Competing against
both AC and BDC
Average bid price $5,000 $4,000 $3,000
Average copiers in order 20 25 30
Cost of copier $3,000 $3,000 $3,000
Service cost* (per page
printed)
$0.05 $0.05 $0.05
Average pages printed
per copier (per month)
1,000 1,000 1,000
142
Math Guidance:
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
Competing against
American Copier ONLY
Competing against
Bottom Dollar Copier
ONLY
Competing against
both AC and BDC
Contribution per copier $2,000 $1,000 $0
Service cost per copier $600 $600 $600
Profit per copier $1,400 $400 ($600)
Total profit $28,000 $10,000 ($18,000)
143
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1. This is where you insert question and the answers to the question
The candidate should start by determining profit for bids against American Copier only if he/she does not immediately
begin the profit calculation, prompt them to do so. Common pitfalls will be failing to realize the pages printed are provided
in months (needs to multiply by 12 months to get annual) and that service is only included for a year.
After the candidate calculates profit for bids against American Copier, ask them whether the other bidding scenarios are
profitable. If candidate begins to lay out the math, ask them to just answer without doing the entire extent of the math.
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
Good response: Candidate should recognize that bids against BDC are profitable (but less so) and that bids against
all three competitors are generally not profitable, due to a contribution margin of zero. A good candidate would do
profit calculations on a contribution basis (rather than total revenue and cost).
Great response: Candidate should transition into possible solutions to the problem.
144
BRAINSTORM
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
Have the candidate brainstorm solutions to the low bid issue.
Don’t allow the candidate to stop with “don’t bid on contracts with all three competitors. Let them know that the
firm’s management wants to bid on all contracts and they need to come up with creative solutions to solving the
profitability problem in those scenarios.
Possible answers include:
Minimum allowable bid prices for sales people
Change compensation structure
Offer different packages (no service component, multi-year service contracts)
Negotiate better pricing for copiers
Offer complementary products to copier sales (paper, other equipment, etc.)
Joint venture with competitors on large orders
145
CONCLUSION
09 | CASES: COPIER CO.
UVA Darden School of Business 2018-19 Casebook
The CEO is anxiously awaiting your analysis and recommendation what answers do you have for
Copier Co?
To conclude, the interviewee should provide the following:
Summary
Succinctly identify that the new competitor and commission-based compensation structure is resulting in
lower bid prices and thus lower margins.
Recommendation:
One or two actionable solutions from brainstorming
Risks
Next Steps
146
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
147
Maxicure
McKinsey | Round 1 | Industrials/Manufacturing
148
McKinsey | Round 1 | Industrials/Manufacturing
1 0 | CASE: MAXICURE
MAXICURE
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
an ethical
dilemma you
have faced.
2. Did you like
your previous
job? Why or why
not?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked
There are 2-3 larger players in this over-the-counter business who have distribution
across the country. Maxicure is one of them.
Maxicure sells all of its products in the US
Objective is to reduce production costs while maintaining product quality (cost,
quality and brand image all matter to customers)
.
Prompt:
Your client, Maxicure, manufactures and sells an over-the-counter cough and cold
medicine. Their sole plant in Kentucky is aging, and its increasing maintenance costs
are leading to low margins on their products. How would you advise Maxicure proceed
to solve this problem?
149
QUESTION 1
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
What options does Maxicure have for purposes of tackling this problem, and what factors would you consider in
deciding which options to choose?
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
Options/Considerations Refurbish Rebuild,same site Rebuild, new location Outsource
Investment cost
New perunit cost
Financial/non-financial benefits
Effecton quality
Opportunity to improve tech/capacity
Proximity to distribution centers
150
QUESTION 2
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
Maxicure has narrowed down its decision to 2 options: (1) build a new facility next to eh old plant, or (2) outsource the
manufacturing to a competitor. With the information given below, how many bottles of medicine would Maxicure need to sell
for the in-house option to be more profitable than the outsourcing option?
Data:
Candidate should ask for the following in order to answer the question:
Selling price per bottle: $4.50
In-house:
- Initial investment: $50M
- Total cost per bottle: $2.00
Outsource:
- Total cost per bottle (first 20M bottles, regardless of total order size): $2.25
- Total cost per bottle (bottles after the first 20M, regardless of total order size): $2.50
151
Question 2 Guidance:
Margin in-house: $2.50
Margin outsourced: $2.25 <20M and $2 >20M
Let’s say Maxicure needs to sell x bottles to make the two options have equal margins
In-house margin = 2.5x 50M
Outsource margin = (x 20M) * 2 + 2.25 * 20M
Setting the profits as equal: 2.5x 50M = ((x 20M) * 2) + (2.25 * 20M)
X = 110M Units
Note: After the calculation, push the candidate to select an option and give reasons why.
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
152
QUESTION 3
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
Maxicure has decided to build a new production facility, but it wants to build the plant in Indiana instead to be closer to a
major distribution center. How should it convince the governor of Indiana to offer Maxicure the necessary tax breaks to make
the move more profitable for the firm?
Question 3 Guidance:
Note: There are many acceptable answers. The following are just examples.
More tax collection for the state, stimulating the economy
More job creation
Good press for the governor
Attract other manufacturers to the state
Suggestions to conduct community-building initiatives like building schools, parks, etc.
153
CONCLUSION
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
What is your final recommendation for the client?
To conclude, the interviewee should provide the following:
Summary
Recap the objective and important data and insights from the case
Recommendation:
Make a recommendation about how the client should approach building the new production facility
Risks
Next Steps
154
QUESTION 4
10 | CASE: MAXICURE
UVA Darden School of Business 2018-19 Casebook
What is your final recommendation to the client?
Conclusion Guidance:
A strong response should include the following:
Summary
Recommendation, with 2-3 supporting, data-driven pieces of evidence
Risks
Next Steps
Restatement of recommendation
155
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
156
To Automate or Not
BCG | Round 2 | Operations
157
BCG | Round 2 | Operations
11 | CASES: TO AUTOMATE OR NOT
TO AUTOMATE OR NOT
BEHAVIORAL
INTERVIEW
QUESTION:
1. Tell me about
a time where you
made a mistake.
What lessons
did you learn?
2. What are
three words that
your learning
team would use
to describe you?
Why?
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
The company does not have a specific goal in mind with this decision. This CEO trusts us and
will do whatever we advise. This is to test the candidate’s business judgment.
Shipments are made to roughly 50 grocery stores in the immediate area, and the company does
1M shipments per year
Costs to automate (1) one-time outlay of $4M, plus (2) recurring OH, training, and additional
maintenance costs of $1.0M (make the candidate request BOTH pieces of info)
The candidate should visualize the distribution process (i.e. receiving, holding & picking,
shipping) to think through this question
Prompt:
After returning from a trade show, the CEO of a large grocery distribution
center calls you. He enthusiastically describes a new technology which could
be used to automate part of his company’s process. He asks whether you
think this would be a good idea for his business. Knowing that this CEO is a
tech-enthusiast who loves innovation for the novelty of it, you ponder the
implications. How would you tackle this problem?
158
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
A strong framework could include:
Revenues
Strong candidates will recognize that this is primarily a cost issue
The company is not experiencing capacity issues and is satisfying customer demand, so optimizing the distribution process will not result in additional
revenues
Costs
Existing
- Fixed Costs, Rents/Mortgage/Leases, Overhead, Salaries
- Variable Hourly employees, repairs& maintenance, inventory holding, shipping
Incremental
- One-time Initial cost of automating, cost of initial training, downtime (there is none), severance pay for any employees terminated, etc.
- Ongoing Servicing, repairs, additional costs of running upgraded facility (i.e. energy, insurance, etc.)
Product
Considerations around changes to product quality (there are none)
Ability to distribute additional types of product, etc. (none)
Other
Potential for future synergies (i.e. could the new technology interface with other future tech)
Impact on relationships with employees, grocers, and/or suppliers
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
159
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
A strong framework could include:
Guidance:
If the candidate hasn’t already visualized the process flow for a distribution center, press them to do so.
After they’ve conceptualized the company’s business tell them that the 3 phases of the company’s
distribution process are 1) Receiving, 2) Holding & Picking, 3)
Shipping Brainstorm:
Move them into brainstorming exercise around the potential costs associated each phase:
Potential examples: Labor (time), equipment (forklifts, etc.), insurance, storage (i.e. cold and dry)
After the interviewer is satisfied with the depth and breadth of the brainstorming, provide Exhibit 1
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
160
EXHIBIT 1
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Receiving
Holding & Packing
Shipping
2,000 hrs.
10,000 hrs.
3,000 hrs.
* All units are hours per week
161
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1. This is where you insert question and the answers to the question
After confirming their understanding of the process flow, candidates should focus in on the total time required for the
existing process
Candidates should attempt to quantify the hours in terms of dollars of cost for each area of the process
Info to provide upon request:
Each employee works 40 hours per week
Employee pay per hour is as follows: Receiving - $12/hr, Holding & Picking - $17/hr, and Shipping - $14/hr
Once they obtain the above info, ask the candidate the calculate the total number of employees required in each
function and the annual cost of labor (NOTE Force them to use 52 weeks instead of 50 weeks)
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Total
Hours
# Employees
Required
Cost per Hour
Cost per Week
Receiving 2,000 50
$24,000
Holding &
Packing
10,000 250
$170,000
Shipping 3,000 75
$42,000
$236,000
x 52 weeks / yr.
$12,272,000
After doing the calculations to the right,
strong candidates will want to see how
automating the process would change the
data in exhibit 1
Provide exhibit 2 when they ask for that info
162
EXHIBIT 2
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Receiving
Holding & Packing
Shipping
2,000 hrs.
5,250 hrs.
6,000 hrs.
163
Math Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 2. This is where you insert question and the answers to the question
Once they obtain the above info, ask the candidate the calculate the change in the # of employees required in each
function and the change in the annual cost of labor
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Total Hours
# Employees
Required
Cost per
Hour
Cost per Week
Receiving
2000
50 $12.00 $24,000
Holding &
Packing
5250
131.5 $17.00 $89,250
Shipping
6000
150 $14.00 $84,000
$197,250
x52 per Yr.
$10,257,000
Current Automated
# Employees
Required
# Employees
Required
Change
50 50
0
250 131.25
119
75 150
-
75
Employee
Decrease
44
Annual Savings:
12,272,000
- 10,257,000__
2,015,000
Current Costs:
New Costs:
164
Math Guidance:
Strong candidates should revert to the prompt and answer the initial question posed. This requires the candidate to
compare the annual cost savings to the costs of automating.
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Question 3:
Ask the candidate to calculate a break-even in years for this investment:
Annual Savings
$2,015,000
Annual Incremental
Costs
$1,000,000
Annual Incremental
CM
$1,015,000
One Time Outlay
$4,000,000
Break Even Years 3.9
Ask the candidate whether a break-even of 5 years seems attractive
There is no correct answer, and the Company does not have any policy
on such matters. This should be used as an opportunity to test the
candidates business sense.
Attentive candidates will consider the attractiveness of this payback
period in light of the prompt. For example, if the CEO is potentially
interested in the technology simply because of his love for innovation,
would he really be willing to tie up his firms cash for 5 years?
165
CONCLUSION
11 | CASES: TO AUTOMATE OR NOT
UVA Darden School of Business 2018-19 Casebook
Recommendation:
The CEO is about to call you to ask for your recommendation. What would you say?”
A strong recommendation will include:
Bottom Line Automate or Do not automate
2-3 Supporting Reasons
Risks pertaining to the bottom line
Next steps
Recommendations should be rooted in the prompt and should include numbers/data
166
INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
167
Rubber Bumper
McKinsey | Round 1 | Manufacturing
168
McKinsey | Round 1 | Manufacturing
12 | CASE: RUBBER BUMPER
RUBBER BUMPER
BEHAVIORAL
INTERVIEW
QUESTION:
1. Why do you
want to pursue a
career in
Consulting?
2. (Optional)
UVA Darden School of Business 2018-19 Casebook
Clarifying Information:
Note: Provide this only if corresponding questions are asked.
What type of products do they sell? The company only sells two products; rubber bands and
condoms
Is the companyseeingsimilar declinesin topline sales? Topline sales have remained relatively
stable over the last 3 years
What is Rubber Bumpers market position? Rubber Bumper is the market leader in both of their
product industries
Rubber Bumper Co is a small family owned producer of rubber products. It
prides itself on producing a limited range of products but producing the
highest quality on the market. In general, new products are introduced after
much deliberation and careful market study. The company has recently
appointed a new President who noticed decreasing profits over the last
couple of years.
(See the next page for Framework directions)
169
Framework Guidance:
Note: There are many possible alternatives to this framework. These are only provided as possible suggestions.
Rubber Bumper Co has hired our firm to fix the decline in profits. What are all of the areas that need to be
examined in order to identify any major issues that should be a priority?
12 | CASE: RUBBER BUMPER
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
To get to the next portion of the case, the interviewee should ask to explore:
Expected Analysis: There are a number of possible frameworks for this question. A good answer will cover
all areas you’d expect: industry trends, margins, product mix, competitors, etc within reason. Generic
frameworks are inappropriate.
170
EXHIBIT 1
12 | CASE: RUBBER BUMPER
UVA Darden School of Business 2018-19 Casebook
Rubber bands sold each year (millions of pounds of rubber)
2011 2012 2013 2014 2015 2016 2017
Rubber Bumper 4 3 3 2.5 2.5 2.5 2
Max Rubber 17 19 21 21 22 23 24
Others (8) 9 9 8 7.5 6.5 4.5 5
Total 30 31 32 31 31 30 31
Condoms sold each year (millions of condoms)
2011 2012 2013 2014 2015 2016 2017
Rubber Bumper 1 2 5 10 10 10 10
Spartan 100 110 108 115 117 115 115
Durable 150 155 152 158 159 165 170
Others (15) 99 93 105 107 119 130 155
Total 350 360 370 390 405 420 450
171
Exhibit Guidance:
The interviewee should notice and verbally acknowledge the following in Exhibit 1. This is where you insert question and the answers to the question
Question 1: The team decided to look at the product mix and their industry wide positions. The company only has two
products: rubber bands and condoms. The analysts on our team compiled these two tables. (Display Ex. 1). What does this
tell you?
12 | CASE: RUBBER BUMPER
UVA Darden School of Business 2018-19 Casebook
How to Move Forward:
Expected Insights:
1.The rubber band market is flat whereas the condom market is showing strong growth in the United States
2.The dominant player in the rubber band industry is gaining more and more market share
3.While the condom industry is growing (30% from 2005 to 2011) the major competitors are not growing as fast (~15% each).
4.The condom industry is more fragmented than the rubber band industry, and the smaller players are getting a larger proportion of the market
Commentary:
The candidate should ultimately start to see that the rubber band industry is becoming less attractive and the condom
industry is showing growth and the major market players are not keeping up with the growth. A great response will
automatically want to see why Rubber Bumpers condom growth has tapered off while the industry keeps expanding. If they
do not get to that issue, prod them until they do.
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Question 2: Rubber Bumper Co has two factories, each producing one of their two products. They essentially do not share
any fixed costs and for the most part are run as separate P&L’s. The team would like you to put together a quick summary
and compare the financial profitability of each of the two factories for the most recent year.
Rubber Band Factory
They make boxes of 500 rubber bands that they sell to retailers for $20 a box
1 pound of rubber makes approximately 125 rubber bands
They should already have the amount of rubber they used from the exhibit
The rubber band factory has an inclusive $4MM in annual overhead
[ONLY PROVIDE WHEN ASKED] It costs $1 to turn a pound of rubber into a pound of rubber bands (assume no
waste)
Condom Factory
They sell 4 packs of condoms to retailers for $3 a pack
They factory is smaller than the rubber band factory and only costs $2 MM in annual overhead, inclusive of everything
[ONLY PROVIDE WHEN ASKED] Each condom costs $0.10 to make
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Expected Calculations: (Question 2)
Students may get tripped up because one starts with the number of condoms, and the other starts with the amount of pure
rubber and need to infer the number of bands sold. (rb = rubber band):
2MM lbs of rubber x 125rb’s/lb = 250 MM rb’s
250MM rb’s / 500 rbs/box = 500K boxes x $20 box = $10MM in Revenue
2MM lbs of rubber x $1 = $2MM in variable costs
RB Profit = $10 - $2 - $4 = $4MM in profit
10 MM condoms / 4 pack = 2.5 MM packs x $3 = $7.5MM in Revenue
10MM condoms x $0.10 = $1MM in variable costs
Condom Profit = 7.5 1 2 = 4.5MM in profit
Commentary: A good answer will arrive at the math and note that the two profits are fairly comparable. A great answer will
also note that the margin on the condoms is significantly higher (4.5 MM in profit for 3 MM in costs, rather than 4MM in
profit for 6 MM in costs). Also, a great answer will question why the overhead for the condom factory is small compared with
the rubber band.
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Question 3: It turns out that the two overhead figures are significantly different because the capacity of the second factory
is much smaller, about half as much. The President has asked us to evaluate whether we should switch production of the
first plant to make more condoms since we have reached capacity at the smaller plant (assume a factory can only make 1
thing).
Supplementary Information
Give out the following information ONLY WHEN REQUESTED.
It will cost $2MM dollars to refurbish the new plant and take 1 year to complete during which time the factory will be off
line. (If asked, assume there are no tax benefits from depreciating the CapEx and no cost of capital)
Overhead would remain the same
During this time, we won’t be able to make any rubber bands
The bigger plant can produce twice the volume of condoms as the smaller plant.
Rubber Bumper Cos payback period for such projects is 4 years.
Assume that Rubber Bumpers rubber band demand has stabilized at 2MM lbs per year.
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Expected Calculations: (Question 3)
A bad answer will simply look at 4.5MM in profit and 4.0MM and say that Rubber Bumper should make more condoms. A
great answer will look into the costs, the opportunity costs, and the payback period to evaluate whether this should go
forward. Also a great interviewee will recognize the timing of the payments, and while we don’t have a cost of capital there
is a timeline such investments must prove profitable.
1 year offline they are losing (10MM 2MM ) = $8MM in contribution
Capital Expenditures = $2MM
Total Cost of Project = 8 + 2 = $10MM
Note we assume that overhead will be paid while the factory is offline, but it should not count as an additional cost, since we would pay that
anyways.
The benefit is the difference in profitability between the two products.
The bigger factory can produce twice as many condoms; 6.5MM x 2 = 13MM
The bigger factory is currently producing 8MM in contribution (because we are looking for the difference, the $4MM of overhead is a
wash)
Switching will create an additional $13 8 = 5MM in profit.
The interviewee should draw a conclusion towards the end noting that under these assumptions the project will repay itself in year 3 (1
year offline + 2 years of operation) and that it is within the required time frame. Additional second level insights are encouraged.
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BRAINSTORM
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What are some of the risks involved with this project?
Brainstorming Guidance
This is a “what else” section. Below are some basics but ideally you’re looking for the interviewee to be as creative as
possible. As with most questions of this type, a bad answer will stop at one or two. A good answer will have a creative list. A
great answer will have a structure that makes the answer MECE. A great answer should also prioritize the findings indicating
which ones he thinks are the most important.
Key Points to Consider
Assumes that Rubber Bumper can sell 3x the number of condoms it sells today, immediately.
Assumes that rubber band demand wont rebound. The bigger plant is equally profitable because it is being underutilized
Political parties could kill sex ed.
Less diversification in products exposes them to increased market risk
Condoms are not as generic of a product as rubber bands and may require a larger investment in advertising to compete on a higher level
Potentially more legal risk in selling contraception than rubber bands
Employees may not want to make condoms.
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CONCLUSION
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The President is walking in the board room and expects a summary. Please summarize your findings.
Expected Analysis
The summary should start with a recommendation. “You should convert the plantand then back track into the
reasoning: industry trends and financial justification. Finally it should mention which of the risks are the most
problematic and how he would mitigate it. The interviewer should feel free to challenge any part of the
conclusion and expect a well worded response.
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INTERVIEWER FEEDBACK FORM
Case Execution:
Framework
Logical approach
MECE
Creativity
1 2 3 4 5
Notes:
Quantitative Ability
Accuracy
Speed
Analytical Approach
Errors / Guidance
1 2 3 4 5
Notes:
Business Acumen
Insightful
Implementable
Business Judgment
Creative Brainstorm
1 2 3 4 5
Notes:
Presence & Non-Verbal
Confidence
Poise / Posture
Clear & Concise
Body Language
Coachability
1 2 3 4 5
Notes:
Communication:
Case Materials
Organized Page Layout
Recognition of Errors
Resource References
1 2 3 4 5
Notes:
Case Name _________________________ Interviewer ___________________________
Case Book ____________________ Case Type ____________ Difficulty ____________
Strengths: Opportunities:
Case Execution: ___ / 15
Communication: ___ / 10
Behavioral: ___ / 15
Total Score: ___ / 40
Total Time: _____: ______
Behavioral:
Overall Performance
Quality of Answers
Relevance
Clarity & Time
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5