.png)
BUSINESS & ENTREPRENEURSHIP
Business Model — How a company creates, delivers, and captures value. Examples: subscription, freemium, marketplace, advertising, licensing.
Value Proposition — The specific benefit or problem a product/service solves for customers. What makes it worth buying.
Competitive Advantage — A unique strength or resource that makes a business harder to replicate than competitors. Can be cost, quality, brand, network effects, or proprietary technology.
Moat — A sustainable competitive advantage that protects a business from competition. Like a castle moat—hard for competitors to cross.
Scalability — How easily a business can grow without proportional increases in costs. Software scales better than services.
Pivot — Changing strategy or business direction based on market feedback without abandoning the core mission.
Go-to-Market (GTM) — The strategy and plan for launching a product or service and acquiring customers. Includes pricing, distribution, and marketing.
Market Fit — When a product solves a real customer problem so well that demand grows naturally. Signs: strong retention, word-of-mouth growth, willingness to pay.
Runway — How long a company can operate with existing capital before running out of money.
Burn Rate — How quickly a company spends cash. If you burn $100k/month with $1M in the bank, you have 10 months of runway.
Unit Economics — The profitability of a single customer or transaction. Key metric: Customer Lifetime Value (LTV) vs. Customer Acquisition Cost (CAC).
Bootstrap — Starting and growing a business with personal funds or revenue, without external investment.
VC/Venture Capital — Investment in high-growth, high-risk startups in exchange for equity ownership.
Due Diligence — Investigating a company's financials, operations, and risks before investing or acquiring it.
Exit — Selling a company to another buyer (acquisition) or going public (IPO). What investors hope for as return on investment.
Stakeholder — Anyone with an interest in a company: employees, customers, investors, regulators, suppliers.
INVESTING & FINANCE
Asset Class — A category of investments: stocks, bonds, real estate, commodities, currencies.
Equity — Ownership stake in a company. Stock is equity. Common in startup funding: "2% equity" means 2% ownership.
Dividend — Cash payment a company distributes to shareholders from profits.
Blue Chip — Large, established, financially stable companies with long histories. Lower risk, typically lower growth.
Market Capitalization (Market Cap) — Total value of a company's stock. Stock price × total shares outstanding. Measure of company size.
P/E Ratio (Price-to-Earnings) — Stock price divided by annual earnings per share. High P/E = investors expect future growth. Low P/E = potentially undervalued or slow growth.
Book Value — Total assets minus liabilities. What a company is "worth on the books."
Return on Equity (ROE) — Net profit divided by shareholder equity. How efficiently a company uses shareholder money to generate profit.
Free Cash Flow (FCF) — Cash generated by operations minus capital expenditures. More honest than accounting profit; hard to fake.
Working Capital — Current assets minus current liabilities. Cash available to run day-to-day operations.
Leverage — Using borrowed money to amplify returns (or losses). High leverage = high risk, high reward potential.
Margin — Profit as a percentage of revenue. Gross margin, operating margin, net margin measure different levels of profitability.
Liquidity — How easily an asset can be converted to cash. Stocks are liquid; real estate is illiquid.
Volatility — How much an investment's price fluctuates. High volatility = high risk and high potential reward.
Beta — How much a stock moves relative to the overall market. Beta of 1 = moves with the market. Beta of 2 = twice as volatile.
Diversification — Spreading investments across different assets to reduce risk. Reduces volatility but may cap returns.
Bull Market — Rising prices, investor optimism, economic expansion. Opposite: Bear Market (falling prices, pessimism).
IPO (Initial Public Offering) — A company's first public stock offering, transitioning from private to public.
Valuation — Estimation of what a company is worth. Methods: discounted cash flow, comparable companies, asset-based.
Due Diligence — Deep investigation of a company's finances, operations, risks before investing.
Fundamental Analysis — Evaluating investment value based on financial statements, business quality, competitive position, management.
Technical Analysis — Predicting price movements based on historical price and volume patterns. Controversial effectiveness for long-term investing.
Earnings Per Share (EPS) — Net income divided by shares outstanding. Higher EPS = more profit per share.
Debt-to-Equity Ratio — Total debt divided by shareholder equity. Measure of financial leverage and risk.
Treasury/Cash Reserves — Cash on a company's balance sheet. Higher reserves = more financial flexibility and safety.
Opportunity Cost — The value of the next best alternative foregone. If you invest in X, the opportunity cost is returns from Y you didn't do instead.
PSYCHOLOGY & BEHAVIORAL ECONOMICS
Cognitive Bias — Systematic errors in thinking that lead to flawed judgment. We all have them.
Halo Effect — Judging someone/something overall based on one positive trait or limited information. "He's smart, so he must be good at everything."
Confirmation Bias — Seeking information that confirms existing beliefs and ignoring contradictory evidence.
Sunk Cost Fallacy — Continuing something because of past investment ("I've spent so much already") rather than future value.
Anchoring — Over-relying on the first number you see. If you see $100, you anchor to that and judge $80 as cheap.
Availability Heuristic — Judging likelihood based on how easily examples come to mind. Plane crashes feel common because they're vivid; car accidents are common but forgettable.
Loss Aversion — Fearing losses more than valuing equivalent gains. Lose $100 feels worse than gaining $100 feels good.
Status Quo Bias — Preferring the current state over change, even if change would be beneficial.
Recency Bias — Over-weighting recent events in decisions. One bad quarter can erase a year of good performance in your mind.
Overconfidence Bias — Overestimating your knowledge, skill, or ability to predict outcomes.
Dunning-Kruger Effect — Incompetent people overestimating their competence; experts underestimating theirs.
Groupthink — Conformity within groups leading to poor decisions. Happens in meetings when no one questions the consensus.
Framing Effect — Same information presented differently leads to different decisions. "90% success rate" vs. "10% failure rate" feel different.
Survivorship Bias — Focusing on successful cases while ignoring failures. "These successful investors all did X" ignores those who did X and failed.
Attribution Bias — Attributing others' failures to character ("They're lazy") but your own to circumstances ("I was tired").
FOMO (Fear of Missing Out) — Anxiety that others are having better experiences. Drives poor investment decisions and social media addiction.
Intrinsic vs. Extrinsic Motivation — Doing something for internal satisfaction vs. external reward. Research shows intrinsic is more sustainable.
Pygmalion Effect — High expectations lead to better performance. Believing in someone makes them perform better.
Incentive Misalignment — When someone's incentives don't align with desired outcomes. E.g., paying salespeople purely on volume encourages low-quality sales.
TECHNOLOGY & PRODUCT
MVP (Minimum Viable Product) — The simplest version of a product that solves the core problem. Lets you test with real users before building everything.
Product-Market Fit — The product solves a real problem so well that customers pull it into the market naturally.
Iteration — Rapid cycles of building, testing, learning, and improving based on user feedback.
User Experience (UX) — How easy and enjoyable a product is to use. Critical for adoption and retention.
User Interface (UI) — Visual design and interactive elements. UX is how it works; UI is how it looks.
Wireframe — Low-fidelity sketch of a product layout. Fast way to test structure before design.
A/B Testing — Testing two versions of something to see which performs better. Gold standard for optimization.
Feature Creep — Continuously adding features that bloat the product and slow development. The enemy of MVP.
Technical Debt — Shortcuts taken in code that create future maintenance problems. Like a financial debt, it compounds.
API (Application Programming Interface) — A way for software to communicate with other software. Enables integrations.
Scalability — Ability to handle growing users/data without collapsing. Infrastructure challenge.
Latency — Delay between action and response. Lower latency = faster feel.
Uptime — Percentage of time a system is working reliably. 99.9% uptime = acceptable for most products.
Open Source — Code available for anyone to use, modify, and distribute. Accelerates development but requires governance.
Cloud Computing — Using remote servers instead of local infrastructure. Enables scalability and flexibility.
Machine Learning — Systems that improve through data and patterns, not explicit programming.
Algorithm — Step-by-step procedure to solve a problem or achieve an outcome.
Data Privacy — Protecting user data from unauthorized access. Regulatory requirement (GDPR, etc.).
Cybersecurity — Protecting systems from digital attacks.
DevOps — Combining development and operations to shorten release cycles and improve reliability.
MANAGEMENT & LEADERSHIP
Delegation — Assigning responsibility and authority to others. Core leadership skill; many leaders struggle with it.
Micromanagement — Excessive oversight and control of how work gets done rather than focusing on outcomes.
Span of Control — How many people one manager oversees. Too wide = oversight gaps. Too narrow = inefficiency.
Management by Objectives (MBO) — Setting clear goals and measuring performance against them, not activity.
Accountability — Clear responsibility for outcomes. Everyone should know what they're accountable for.
Psychological Safety — Feeling safe to speak up, take risks, and be vulnerable without fear of punishment. Builds better teams.
Transparency — Open sharing of information. Builds trust but must balance with operational security.
1:1 (One-on-One) — Regular private meetings between manager and direct report. Essential for connection and feedback.
360 Feedback — Feedback from peers, managers, and direct reports to get a full picture of someone's performance.
Performance Review — Formal assessment of someone's work. Should be continuous, not just annual.
Retention — Keeping good people. Retention rate = opposite of turnover.
Engagement — How invested employees are in their work. Higher engagement = better performance.
Culture — Shared values, behaviors, and norms within an organization. Stronger predictor of success than strategy.
Onboarding — Process of integrating new employees into the company and role.
OKR (Objectives and Key Results) — Goal-setting framework: objectives (what you want to achieve) and key results (measurable outcomes).
RACI Matrix — Responsible, Accountable, Consulted, Informed. Clarifies who does what in decisions/projects.
Agile — Iterative, flexible approach to projects with continuous feedback and adaptation.
Waterfall — Sequential project management where each phase must complete before the next. Less flexible than Agile.
Stakeholder Management — Identifying, understanding, and managing people who affect or are affected by decisions.
Change Management — Managing the human side of change. Most change initiatives fail due to resistance, not technical problems.
Servant Leadership — Leading by serving the team's needs rather than commanding. Builds loyalty and performance.
Transformational Leadership — Inspiring change and growth. Higher performers and engagement than transactional leadership.
ECONOMICS & MARKETS
Supply and Demand — Fundamental economic law: when supply is low and demand is high, prices rise (and vice versa).
Elasticity — How sensitive quantity demanded is to price changes. Elastic goods (luxury cars) see quantity drop when price rises. Inelastic goods (insulin) see stable demand.
Commoditization — When products become undifferentiated and compete only on price. Bad for margins.
Monopoly — Single seller with pricing power. Rare and usually regulated.
Oligopoly — Few large competitors. Common in tech, airlines, telecommunications.
Perfect Competition — Many small competitors with no pricing power. Price = production cost. Realistic only in theory.
Barrier to Entry — Factors that prevent new competitors from entering a market. High capital requirements, patents, network effects, regulation.
Network Effects — A product becomes more valuable as more people use it. Facebook, Uber, payment systems. Strongest competitive moat.
Disintermediation — Removing middlemen from a transaction. Amazon disintermediated retail bookstores.
Inflation — General increase in prices over time, reducing purchasing power. Erodes savings unless compensated by returns.
Interest Rate — Cost of borrowing money. Central banks use rates to control inflation and growth.
Recession — Negative economic growth for two consecutive quarters. Associated with job losses and hardship.
GDP (Gross Domestic Product) — Total value of goods and services produced in a country. Measure of economic health.
Productivity — Output per unit of input. More productive economies grow faster.
Outsourcing — Moving work to external suppliers, often in lower-cost countries.
Comparative Advantage — Relative superiority at something, even if you're not absolutely best. Basis for trade.
Arbitrage — Profiting from price differences of the same asset in different markets. Rare in efficient markets.
Hedging — Reducing risk by taking opposing positions. Example: farmers selling crops forward to lock in price.
Commodities — Raw materials (oil, wheat, metals). Traded on exchanges; prices driven by supply/demand globally.
Futures/Options — Contracts that derive value from underlying assets. Used for hedging and speculation.
DATA & ANALYTICS
Data-Driven Decision Making — Using data rather than intuition or tradition to make decisions.
Correlation vs. Causation — Correlation = two things move together. Causation = one causes the other. Correlation doesn't prove causation (ice cream sales correlate with drownings, but both are caused by summer).
Selection Bias — When your data isn't representative of the whole population. Survey only online users, miss offline behavior.
P-Value — Statistical measure of evidence. P<0.05 is considered statistically significant, but doesn't guarantee practical significance.
Confidence Interval — Range where a true value likely lies. "95% confidence interval" means we're 95% sure the real value is in that range.
Outlier — Data point that's far from others. Can reveal insights or signal errors.
Trend — Direction of change over time. Distinguish from noise (random fluctuation).
Cohort — Group of people sharing a characteristic (e.g., all users who signed up in January 2024).
Retention Curve — Percentage of a cohort that stays over time. Steep drops reveal problems.
Churn — Percentage of customers who stop using a service. Opposite of retention.
Attribution — Assigning credit for outcomes to specific actions or channels. Complex because multiple touchpoints usually contribute.
Metric — Quantifiable measure of performance or behavior.
KPI (Key Performance Indicator) — Most important metrics tied to business goals.
Vanity Metric — Metric that looks good but doesn't reflect business health. Example: total signups without retention data.
Leading Indicator — Metric that predicts future outcomes. Example: lead quality predicts future revenue.
Lagging Indicator — Metric that measures past outcomes. Example: revenue is a lagging indicator of earlier sales activity.
FINANCIAL STATEMENTS & ACCOUNTING
Income Statement — Shows revenue, costs, and profit over a period. "Did we make money this quarter?"
Balance Sheet — Snapshot of assets, liabilities, and equity at a point in time. "What do we own and owe right now?"
Cash Flow Statement — Tracks actual cash coming in and going out. More honest than accounting profit because you can't spend revenue, only cash.
EBITDA — Earnings before Interest, Taxes, Depreciation, and Amortization. Common measure of operating profitability.
GAAP (Generally Accepted Accounting Principles) — Standard rules for financial reporting. What companies must follow.
Accrual Accounting — Recording revenue/expenses when earned/incurred, not when cash changes hands. Required for public companies. Can mask cash problems.
Cash Accounting — Recording only when cash moves. More conservative and honest but less complete picture.
Audit — Independent verification of financial statements. Assurance they're accurate.
Provision — Money set aside for potential future losses (bad debts, warranty claims).
Write-Off — Declaring an asset worthless on the books. Tax deduction but signals problems.
Goodwill — Intangible value paid for a company above its tangible assets. Results from acquisition price > book value.
Depreciation — Spreading an asset's cost over its useful life. Reflects the asset wearing out.
Amortization — Similar to depreciation but for intangible assets like patents or goodwill.
NEGOTIATION & CONTRACTS
BATNA (Best Alternative to Negotiated Agreement) — Your best option if negotiations fail. Stronger BATNA = more leverage.
Walkaway Point — The terms at which you'll abandon negotiations. Know this before negotiating.
Zero-Sum Game — One party's gain is another's loss. Most negotiations are non-zero-sum; both can win.
Win-Win — Both parties benefit. Requires understanding each side's actual interests, not just stated positions.
Anchoring — The first number mentioned shapes expectations. If hiring, the first salary suggestion anchors the negotiation.
Precedent — What was agreed before. Strong negotiating tool: "We did this for X, so Y deserves the same."
Contingency — Payment or outcome dependent on future events. Example: "We'll pay more if you hit targets."
Non-Compete — Agreement not to compete in a specific market or time period.
IP (Intellectual Property) — Patents, copyrights, trademarks protecting creative work or inventions.
Indemnification — One party agrees to cover losses for the other. Common in contracts.
Liability Cap — Limit on how much one party can be sued for. Negotiated in contracts.
Term — Duration of a contract. Month-to-month vs. multi-year has different implications.
STRATEGY & COMPETITIVE ANALYSIS
SWOT Analysis — Strengths, Weaknesses, Opportunities, Threats. Framework for strategic planning.
Porter's Five Forces — Analysis of industry attractiveness: threat of new entrants, bargaining power of suppliers/buyers, threat of substitutes, competitive rivalry.
Value Chain — All activities a company performs from raw material to customer. Where do you add value?
Core Competency — What your company does better than anyone else. Foundation of competitive advantage.
Diversification — Expanding into new products or markets. Can reduce risk but dilutes focus.
Vertical Integration — Controlling multiple stages of the value chain (e.g., manufacturer also retailing directly).
Strategic Positioning — How you differentiate in the market. Cost leader, premium, niche specialist, etc.
Disruption — New product/service fundamentally changing how an industry operates. Usually cheaper, simpler, or more convenient.
First-Mover Advantage — Benefits of entering a market first: brand recognition, customer lock-in, data. But first-mover often doesn't win; second-mover fixes first-mover's mistakes.
Incumbent — Established company defending market position against new entrants.
Scenario Planning — Imagining future possibilities and planning for them. Not prediction; preparation for alternatives.
ADDITIONAL CRITICAL TERMS
ROI (Return on Investment) — Profit from investment divided by investment cost. How much you made relative to what you spent.
Payback Period — Time it takes an investment to pay back its initial cost. Shorter is usually better.
NPV (Net Present Value) — Present value of future cash flows minus initial investment. If positive, investment is worthwhile.
IRR (Internal Rate of Return) — Discount rate that makes NPV zero. The "true" annual return on an investment.
Risk Management — Identifying, assessing, and mitigating risks. Can't eliminate risk, but can manage it.
Compliance — Adhering to laws, regulations, and standards. Non-compliance brings legal/financial consequences.
Due Diligence — Thorough investigation before major decisions (investment, acquisition, partnership).
Sustainability — Running a business in ways that are environmentally and socially responsible long-term.
ESG (Environmental, Social, Governance) — Increasingly important criteria for evaluating companies beyond just financial returns.
Stakeholder Capitalism — Balancing interests of all stakeholders (employees, customers, environment) not just shareholders.
Inflation Adjusted — Removing inflation's effect to see "real" growth. Nominal 10% growth with 5% inflation = 5% real growth.
Total Cost of Ownership (TCO) — All costs of owning/operating something, not just purchase price.
Vendor Lock-In — Situation where switching to a competitor is prohibitively expensive. Creates pricing power and loyalty.
White-Label — Product made by one company but sold under another's brand.
.png)