Knowledge

How to solve each kind of case, and what every word means.

A

Adjacency Expansion
Growing into a neighbouring product, customer segment, or geography that reuses an existing capability.
See alsoMarket Share GrowthInorganic GrowthPortfolio PrioritizationGrowth (structure)Ansoff Matrix (structure)
ARPU
Average Revenue Per User: revenue divided by customers over the same period. It moves on price, on mix, and on usage, so a fall in it says nothing until it is broken apart.
Attach Rate
The share of primary-product sales that carry a given add-on.

B

Backlog
Orders taken but not yet delivered. A growing backlog is a capacity problem wearing a demand problem's clothes.
See alsoCapacity UtilizationBottleneck Analysis (structure)
Backward Integration
Owning the steps before you in the value chain, as a car maker buying a tyre maker. It wins secure supply and control of input costs.
See alsoVertical IntegrationValue ChainValue Chain Analysis (structure)Build / Partner / Buy (structure)Cost Breakdown (structure)
Barriers to Entry
Structural factors — capital intensity, regulation, patents, brand, distribution access — that deter or slow new competitors.
See alsoCompetitive AdvantageBuyer / Supplier PowerLocalization RequirementRegulatory ConstraintPorter's Five Forces (structure)
Barriers to Exit
What makes leaving a market costly: a plant nobody will buy, long leases, contracts, severance. A market that is cheap to enter but costly to leave needs a bigger margin of safety.
See alsoBarriers to EntryRisk AssessmentPorter's Five Forces (structure)Investment Decision (structure)Qualitative / Quantitative (structure)Risk Types (structure)
Basket Size
Average value of a single transaction. Revenue is footfall times conversion times this, so it is one of the three places a retail revenue problem can live.
See alsoUnit EconomicsGuesstimates (structure)
Benchmarking
Judging whether a metric is good or bad by comparing it to competitors, industry norms, or the client's own history.
See alsoCompetitive BenchmarkingRoot-Cause IsolationInternal / External (structure)
Beneficiary
The person a programme exists to help. The public-sector equivalent of a customer, except that they are usually not the one paying.
See alsoStakeholder MappingOutcome MetricsUnconventional Cases (structure)Social Impact (structure)Stakeholders (structure)
Bottleneck
The step with the least capacity. Total output is set by it, so improving any other step changes nothing.
See alsoCapacity UtilizationConstraint IdentificationBottleneck Analysis (structure)
Bottom-Up Sizing
Estimating a market by building from unit economics (e.g. outlets x throughput x price).
Brand Equity
The premium a customer will pay, or the preference they show, attributable to the brand rather than the product itself.
See alsoWillingness to Pay (WTP)Competitive Advantage4Ps (structure)
Break-Even
The volume at which total contribution exactly covers fixed costs; profit is zero.
See alsoBreak-Even Analysis
Break-Even Analysis
The point at which total revenue equals total cost.
See alsoContribution MarginFixed vs. Variable CostPayback PeriodSensitivity Analysis
Brownfield
Entering by taking over an operation that already exists, rather than building one.
See alsoEntry Mode ChoiceMarket Entry (structure)Build / Partner / Buy (structure)
Bundling
Selling several products for a single price, which captures more value when different buyers value the items differently.
See alsoWillingness to Pay (WTP)SegmentationPricing (structure)4Ps (structure)Split by Segment (structure)3Cs (structure)
Buyer / Supplier Power
The leverage buyers or suppliers hold over price, driven by concentration, switching costs, and availability of alternatives.
See alsoBarriers to EntryCompetitive BenchmarkingPorter's Five Forces (structure)

C

CAC
Customer Acquisition Cost — total sales and marketing spend divided by customers acquired.
CAGR
Compound Annual Growth Rate — the constant annual rate that connects a starting and ending value.
Cannibalization
A new offering capturing sales from the firm's own existing products; incremental volume must be measured net of it.
See alsoPrice-Volume TradeoffSegmentationGrowth (structure)Ansoff Matrix (structure)
Capacity Utilization
The share of available capacity actually used. Low utilization spreads fixed cost across fewer units, raising unit cost.
See alsoOperational EfficiencyFixed vs. Variable CostDemand SeasonalityBottleneck Analysis (structure)
Capex
Capital expenditure — spending on long-lived assets such as plant, fleet, or stores.
Capital Allocation
Deciding which businesses get funded and which do not. A portfolio question rather than a business-unit one, and the answer is comparative: money given to one is money withheld from another.
See alsoPortfolio PrioritizationNet Present Value (NPV)Opportunity Cost
Cash Conversion Cycle
Days between paying for inventory and collecting from the customer. The longer it is, the more cash the business needs simply to keep running.
See alsoWorking Capital
Cash Cow
A business with high share in a low-growth market. It funds the rest of the portfolio rather than needing funding itself.
See alsoPortfolio PrioritizationCapital AllocationBCG Matrix (structure)
Channel Economics
What is left after the cost of reaching a customer through a given route to market. It is what makes one channel viable and another not, at the same price.
See alsoDistribution StrategyUnit Economics4Ps (structure)
Churn
The rate at which existing customers stop buying or subscribing in a period.
CLV
Customer Lifetime Value — total contribution expected from a customer over the whole relationship.
See alsoCustomer Lifetime Value (CLV)Split by Segment (structure)Before / During / After (structure)
Cohort Analysis
Grouping customers by when they arrived and following each group separately, so a change in behaviour is not hidden by new arrivals.
See alsoCustomer Lifetime Value (CLV)SegmentationSplit by Segment (structure)Before / During / After (structure)3Cs (structure)
Commoditization
Loss of differentiation, leaving price as the main basis of competition.
Competitive Advantage
A structural reason a firm can outperform competitors (cost, differentiation, or focus).
See alsoEntry Mode ChoiceMarket Share GrowthBarriers to EntryBrand EquityMarket Entry (structure)Porter's Five Forces (structure)3Cs (structure)
Competitive Benchmarking
Comparing pricing, cost, or performance against comparable competitors.
See alsoPrice Elasticity of DemandBuyer / Supplier PowerBenchmarkingPricing (structure)3Cs (structure)
Constraint Identification
Finding the step or resource that actually limits the outcome before optimising anything else. In an unconventional case, finding it is often the whole answer.
See alsoOperational EfficiencyRoot-Cause Isolation
Contribution Margin
Revenue minus variable costs, per unit or in aggregate.
See alsoFixed vs. Variable CostBreak-Even AnalysisUnit EconomicsProfitability (structure)Price / Volume / Mix (structure)
Conversion Rate
The share of people at one stage of a funnel who reach the next.
See alsoPenetration Rate
Core vs Non-Core
Whether a business is central to what the firm is for. Usually the first cut when a portfolio is being pruned.
See alsoPortfolio PrioritizationBCG Matrix (structure)
Cost per Outcome
Programme cost divided by results actually achieved, rather than by people reached. The two can differ by an order of magnitude.
See alsoOutcome MetricsSocial Impact (structure)
Cost to Serve
The full cost of serving one customer, order or channel, including the costs that sit outside the product itself.
See alsoUnit EconomicsSegmentationGuesstimates (structure)Split by Segment (structure)3Cs (structure)
Cost-Plus Pricing
Setting price by adding a target margin to unit cost; establishes a price floor, not an optimum.
Cross-Sell
Selling an additional, different product to a customer you already have.
See alsoCustomer Lifetime Value (CLV)Split by Segment (structure)Before / During / After (structure)
Customer Lifetime Value (CLV)
The total net value a business expects from a customer over the relationship.
See alsoSegmentationSplit by Segment (structure)Before / During / After (structure)
Customer Mix
The distribution of sales across customer segments; a shift in mix can move average margin with no price change.

D

Days Sales Outstanding
Average days taken to collect a receivable after the sale.
See alsoWorking Capital
Demand Seasonality
Predictable variation in demand across a year, week or day. It decides whether capacity is built for the peak or the average, and which of those the unit economics assume.
See alsoCapacity UtilizationMarket Sizing
Discount Leakage
Revenue lost between list price and the invoice, through discretionary discounts, allowances and credits.
See alsoPrice-Volume TradeoffProfitability (structure)Price / Volume / Mix (structure)
Distribution Strategy
How the product reaches the customer — owned, third-party, or hybrid — and the margin and control implications of each.
See alsoValue ChainEntry Mode ChoiceChannel Economics4Ps (structure)
Divestment
Selling or closing a business so that capital and management attention go somewhere else.
See alsoPortfolio PrioritizationCapital AllocationBCG Matrix (structure)
Driver
A variable that materially moves an outcome; the thing you actually want to isolate and quantify.
Due Diligence
The review of a target's numbers, contracts and risks before a deal closes.
See alsoRisk AssessmentInvestment Decision (structure)Qualitative / Quantitative (structure)Risk Types (structure)PESTEL (structure)

E

EBIT
Earnings before interest and tax: operating profit, before financing and tax effects.
EBITDA
Earnings Before Interest, Taxes, Depreciation, and Amortization — a proxy for operating cash profitability.
Economies of Scale
Falling average cost per unit as volume rises, because fixed costs spread across more units.
Economies of Scope
Lower costs from making several products with the same plants, brand or sales force, as a biscuit maker adding cakes to the same ovens and trucks.
See alsoAdjacency ExpansionGrowth (structure)Ansoff Matrix (structure)
Entry Mode Choice
How a firm enters a new market: organic build, acquisition, joint venture, or partnership.
See alsoCompetitive AdvantageInorganic GrowthDistribution StrategyLocalization RequirementMarket Entry (structure)Build / Partner / Buy (structure)
EOQ
Economic Order Quantity — the order size that minimises combined ordering and holding costs.

F

Fermi Estimation
Reaching a defensible number for a quantity nobody has measured, by decomposing it into pieces that can each be approximated.
See alsoMarket SizingMarket Entry (structure)Supply / Demand (structure)
FIFO / LIFO
First-In-First-Out / Last-In-First-Out — the order in which stock is drawn down; FIFO matters for perishables.
First-Mover Advantage
Benefits available to the first entrant, such as brand recognition, scarce inputs, or customer lock-in.
Fixed Cost
A cost that does not vary with output over the relevant range (e.g. rent, salaried staff).
See alsoFixed vs. Variable CostProfitability (structure)Cost Breakdown (structure)
Fixed vs. Variable Cost
Fixed costs do not change with volume in the short run; variable costs scale with volume.
See alsoContribution MarginBreak-Even AnalysisCapacity UtilizationProfitability (structure)Cost Breakdown (structure)
Footfall
People entering a store or location in a period, before any of them buy anything.
See alsoPenetration Rate
Forward Integration
Owning the steps between you and the customer, as a manufacturer opening its own stores. It wins control of distribution and the margin the middleman took.
See alsoVertical IntegrationDistribution StrategyValue Chain Analysis (structure)Build / Partner / Buy (structure)4Ps (structure)

G

Greenfield
Entering a market by building from nothing: own site, own operation, own hires.
See alsoEntry Mode ChoiceMarket Entry (structure)Build / Partner / Buy (structure)
Gross Margin
Revenue minus cost of goods sold, as a percentage of revenue.

H

Horizontal Integration
Buying or merging with a business at the same step of the value chain, usually a competitor, for scale and market share. Walmart buying Flipkart is one.
See alsoInorganic GrowthMarket Share GrowthGrowth (structure)Build / Partner / Buy (structure)Ansoff Matrix (structure)BCG Matrix (structure)
Household Size
Average people per household, used to turn a population into households when the product is bought per home rather than per person.
See alsoMarket SizingMarket Entry (structure)Supply / Demand (structure)

I

Inorganic Growth
Growth via acquisition, joint venture, or partnership rather than building capability internally.
See alsoEntry Mode ChoiceVertical IntegrationAdjacency ExpansionSynergy RealizationGrowth (structure)Build / Partner / Buy (structure)
Inventory Shrinkage
Stock lost to spoilage, pilferage, damage, or mishandling before sale — a cost that appears without any change in input prices.
See alsoOperational EfficiencyWorking Capital
Inventory Turnover
How many times inventory is sold and replaced in a period.
IRR
Internal Rate of Return: the discount rate at which an investment's net present value is zero.
See alsoNet Present Value (NPV)Investment Decision (structure)Qualitative / Quantitative (structure)
Issue Tree
A branching decomposition of a problem into sub-problems, each independently testable.

J

Joint Venture
A shared entity with a local or complementary partner, each side contributing something the other lacks.
See alsoEntry Mode ChoiceLocalization RequirementMarket Entry (structure)Build / Partner / Buy (structure)

L

Lakh and Crore
Indian numbering. One lakh is 100,000; one crore is 100 lakh, or 10 million. Sizing answers are expected in these units, not in millions.
Last Mile
The final step that actually reaches the individual. Usually the most expensive part of delivery and the first place a programme fails.
See alsoDistribution Strategy4Ps (structure)
Lead Time
Elapsed time between placing an order and receiving it.
Licensing
Letting another firm make or sell your product for a fee: entry without owning operations, and without controlling them.
See alsoEntry Mode ChoiceMarket Entry (structure)Build / Partner / Buy (structure)
Load Factor
The percentage of available capacity (e.g. airline seats) actually utilized.
Localization Requirement
How far a product, price, or process has to change to work in a new market. Underestimating it is the standard way an entry case goes wrong.
See alsoEntry Mode ChoiceBarriers to Entry

M

Market Share
The client's sales as a percentage of total market sales.
Market Share Growth
Growing by taking share within an existing market, as distinct from growing with the market or entering a new one.
See alsoCompetitive AdvantageAdjacency ExpansionPortfolio PrioritizationGrowth (structure)Ansoff Matrix (structure)BCG Matrix (structure)
Market Sizing
Estimating the total demand for a product, either top-down from a population or bottom-up from unit economics, using explicit and defensible assumptions.
See alsoTAM / SAM / SOMUnit EconomicsPenetration RateReplacement CycleSensitivity AnalysisDemand SeasonalityMarket Entry (structure)Supply / Demand (structure)
MECE
Mutually Exclusive, Collectively Exhaustive — a categorization with no overlaps and no gaps.

N

Net Present Value (NPV)
Future cash flows discounted to present value, less the initial investment; positive NPV implies value creation.
See alsoPayback PeriodRisk AssessmentCapital AllocationInvestment Decision (structure)Qualitative / Quantitative (structure)
Net Profit
What is left of revenue after every cost, where gross profit subtracts only the cost of what was sold. A stall sells 100 glasses of lemonade at ₹10 that cost ₹1 each to make: gross profit ₹900. Take off ₹300 for the stall, the jug and a helper, and net profit is ₹600.
See alsoUnit EconomicsGuesstimates (structure)
NPV
Net Present Value — the sum of future cash flows discounted to today, minus the initial investment.

O

OEE
Overall Equipment Effectiveness: availability times performance times quality, as a single utilisation number.
See alsoCapacity UtilizationBottleneck Analysis (structure)
Operating Leverage
The degree to which fixed costs amplify profit swings when volume moves.
Opex
Operating expenditure — recurring costs of running the business.
Opportunity Cost
The value of the best option given up. A recommendation that ignores what the money and people would otherwise have done is not yet a recommendation.
See alsoCapital AllocationRisk AssessmentInvestment Decision (structure)Short Term / Long Term (structure)BCG Matrix (structure)
Order of Magnitude
Whether an answer is in the right power of ten. In a sizing case this matters more than the arithmetic being exact.
See alsoMarket SizingMarket Entry (structure)Supply / Demand (structure)
Outcome Metrics
For public-sector or social problems, the measurable result that defines success when profit is not the objective.
See alsoStakeholder MappingSensitivity AnalysisSocial Impact (structure)
Overhead Allocation
How shared cost is charged to products or units. Two defensible allocations can make the same product look profitable or not.
See alsoFixed vs. Variable CostProfitability (structure)Cost Breakdown (structure)

P

P&L
Profit and Loss statement: revenue at the top, costs subtracted line by line, profit at the bottom. The order of the lines is the order a profitability case usually walks.
Payback Period
The time taken for cumulative cash inflows to recover an initial investment — a liquidity and risk screen, not a profitability measure.
See alsoNet Present Value (NPV)Break-Even AnalysisInvestment Decision (structure)
Penetration Pricing
Launching low to win share quickly, accepting thin early margins.
Penetration Rate
The share of a target population that already owns or uses the product — the filter that converts a population into a realistic market.
See alsoMarket SizingReplacement Cycle
Per Capita Consumption
Average units consumed per person per period: the usual bridge from a population to a volume.
See alsoMarket SizingMarket Entry (structure)Supply / Demand (structure)
Portfolio Prioritization
Allocating finite capital and attention across business units or products by growth potential and competitive position.
See alsoMarket Share GrowthAdjacency ExpansionCapital AllocationBCG Matrix (structure)
Price Elasticity of Demand
The percentage change in quantity demanded for a 1% change in price.
See alsoPrice-Volume TradeoffWillingness to Pay (WTP)Competitive BenchmarkingPricing (structure)Supply / Demand (structure)
Price Ladder
The set of price points across a range, and the gaps between them that move a customer up or down it.
See alsoSegmentationWillingness to Pay (WTP)Split by Segment (structure)3Cs (structure)Pricing (structure)4Ps (structure)
Price Realization
The price actually collected after discounts, rebates and returns, rather than the price on the list.
See alsoWillingness to Pay (WTP)Pricing (structure)4Ps (structure)
Price Skimming
Launching high to capture high-WTP customers, then lowering price over time.
Price-Volume Tradeoff
Changing price typically changes volume in the opposite direction; net revenue effect depends on elasticity.
See alsoPrice Elasticity of DemandCannibalizationProfitability (structure)Price / Volume / Mix (structure)
Product Mix
The distribution of sales across products; a shift toward lower-margin products lowers blended margin.
Profit Tree
An issue tree that splits profit into revenue and cost, then into their respective drivers.

R

Reference Price
The price a customer already carries in their head, from past purchases or visible alternatives, against which a new price is judged.
See alsoWillingness to Pay (WTP)Pricing (structure)4Ps (structure)
Regulatory Constraint
A rule that removes options before analysis starts: a licence, a price cap, a foreign-ownership limit, a mandated channel.
See alsoBarriers to EntryRisk AssessmentMarket Entry (structure)Social Impact (structure)Risk Types (structure)PESTEL (structure)
Replacement Cycle
How often a durable good is repurchased. Annual demand from an installed base is roughly the base divided by product life.
See alsoMarket SizingUnit EconomicsPenetration Rate
Retention Rate
The share of customers still active at the end of a period. The complement of churn.
See alsoCustomer Lifetime Value (CLV)Split by Segment (structure)Before / During / After (structure)
Revenue Bridge
A walk from last period's revenue to this period's, one driver at a time, so the change is attributed rather than described.
See alsoRoot-Cause IsolationUnconventional Cases (structure)Bottleneck Analysis (structure)Internal / External (structure)
Risk Assessment
Identifying what would have to be true for a recommendation to fail, and how the client would detect and mitigate it.
See alsoNet Present Value (NPV)Sensitivity AnalysisSynergy RealizationRegulatory ConstraintOpportunity CostInvestment Decision (structure)Qualitative / Quantitative (structure)Risk Types (structure)PESTEL (structure)
ROI
Return on Investment — gain relative to the amount invested.
Root-Cause Isolation
Narrowing a problem by successively ruling out branches — by time period, geography, product line, or customer segment — until the driver is localized.
See alsoBenchmarkingSegmentationConstraint IdentificationUnconventional Cases (structure)Bottleneck Analysis (structure)Internal / External (structure)
Run Rate
A current period's figure extrapolated to a full year. Useful for scale, misleading when the business is seasonal.

S

SAM
Serviceable Addressable Market — the portion of TAM the client's model can actually serve.
See alsoTAM / SAM / SOMGuesstimates (structure)
Same-Store Sales
Sales growth measured only across outlets open in both periods, stripping out the effect of new openings.
Sanity Check
A quick cross-check that an estimate is plausible in magnitude before building on it.
Segmentation
Dividing a market or customer base into groups with meaningfully different needs or economics.
See alsoCustomer Lifetime Value (CLV)Willingness to Pay (WTP)CannibalizationRoot-Cause IsolationSplit by Segment (structure)3Cs (structure)
Sensitivity Analysis
Testing how much the conclusion moves when a key assumption is varied; identifies which assumptions actually matter. In a case, react to every number you calculate: is it big or small, what would you recommend on it alone, and does a 10% change in price or cost flip that recommendation?
See alsoRisk AssessmentMarket SizingBreak-Even AnalysisOutcome Metrics
Shrinkage
Inventory lost to spoilage, pilferage, damage, or mishandling before it can be sold.
SOM
Serviceable Obtainable Market — the portion of SAM the client can realistically capture.
See alsoTAM / SAM / SOMGuesstimates (structure)
Stakeholder Mapping
Identifying who is affected by a decision, what each party optimises for, and where their incentives conflict.
See alsoOutcome MetricsUnconventional Cases (structure)Social Impact (structure)Stakeholders (structure)
Switching Cost
The cost or friction a customer incurs to move to a competitor.
Synergies
Value created by combining two businesses: cost taken out, or revenue neither would have won alone.
See alsoSynergy RealizationInorganic GrowthGrowth (structure)Build / Partner / Buy (structure)
Synergy Realization
The share of announced synergies that actually arrive, and when. Deals are justified on the announced number and judged on this one.
See alsoInorganic GrowthRisk Assessment

T

Takt Time
The rate at which units have to be completed to meet demand. Cycle time above it means demand is not being met.
See alsoOperational EfficiencyDemand SeasonalityCost Breakdown (structure)Bottleneck Analysis (structure)Before / During / After (structure)Value Chain Analysis (structure)
TAM
Total Addressable Market — total demand if every potential buyer bought.
See alsoTAM / SAM / SOMGuesstimates (structure)
TAM / SAM / SOM
Total Addressable Market, Serviceable Addressable Market, Serviceable Obtainable Market — nested market-sizing scopes.
See alsoUnit EconomicsMarket SizingGuesstimates (structure)
Terminal Value
The value placed on every cash flow beyond the period actually forecast. In most valuations it is the majority of the answer.
See alsoNet Present Value (NPV)Investment Decision (structure)Qualitative / Quantitative (structure)
Theory of Change
The stated chain from activity to intended outcome, which forces the assumptions inside a programme into the open.
See alsoOutcome MetricsSocial Impact (structure)
Throughput
Units processed per unit of time by a process or facility.
Tier 1 / Tier 2 / Tier 3 Cities
The standard Indian classification of cities by size and income. Penetration, price point and distribution all differ sharply across the tiers, so a national market usually splits along them.
See alsoSegmentationPenetration RateSplit by Segment (structure)3Cs (structure)
Time Value of Money
The principle that a rupee today is worth more than a rupee later, because it can be invested.
Top Line
Revenue, named for its position on the P&L. The bottom line is profit after everything below it.
See alsoUnit EconomicsGuesstimates (structure)
Top-Down Sizing
Estimating a market from a large aggregate (e.g. population) and narrowing by successive filters.

U

Unit Economics
Revenue and cost analyzed per unit (customer, transaction, product) to assess viability at scale.
See alsoContribution MarginTAM / SAM / SOMMarket SizingReplacement CycleChannel EconomicsGuesstimates (structure)
Upsell
Moving an existing customer to a higher-value version of what they already buy.
See alsoCustomer Lifetime Value (CLV)Split by Segment (structure)Before / During / After (structure)
Utilization
The share of available capacity actually used (machine hours, seats, rooms, billable hours).

V

Value Chain
The sequence of activities a business performs to deliver its product, from inputs through to after-sales service; examining them locates where cost is incurred and where value is added.
See alsoOperational EfficiencyVertical IntegrationDistribution StrategyCost Breakdown (structure)Value Chain Analysis (structure)
Value-Based Pricing
Setting price from the economic value the product creates for the customer relative to their next-best alternative.
Variable Cost
A cost that scales with each additional unit produced or sold (e.g. materials, packaging).
See alsoFixed vs. Variable CostProfitability (structure)Cost Breakdown (structure)
Vertical Integration
Owning more of the upstream or downstream value chain, trading capital and flexibility for margin and control.
See alsoValue ChainInorganic GrowthValue Chain Analysis (structure)Build / Partner / Buy (structure)

W

WACC
Weighted Average Cost of Capital: the blended return a firm's debt and equity require, and the usual discount rate.
See alsoNet Present Value (NPV)Investment Decision (structure)Qualitative / Quantitative (structure)
Willingness to Pay (WTP)
The maximum price a customer segment is willing to pay for a product or service.
See alsoPrice Elasticity of DemandSegmentationBrand EquityPricing (structure)4Ps (structure)
Working Capital
Cash tied up in inventory and receivables net of payables; higher stock levels consume cash even when profitable.
See alsoInventory ShrinkageOperational Efficiency
WTP
Willingness to Pay — the maximum a customer would pay before declining to buy.
See alsoWillingness to Pay (WTP)Pricing (structure)4Ps (structure)

Y