Glossary

Mental models are internal frameworks that help founders simplify complexity, make better decisions, and understand how the real world operates within a business context.

A health score is a consolidated metric used to evaluate customer retention and growth potential by aggregating usage data and interaction history into a single, actionable value.

Fully diluted shares represent the total equity count if all convertibles exercised. This metric is crucial for understanding true ownership and negotiating investor term sheets.

Velocity measures the rate of work completion or revenue generation. It combines speed with direction to help founders predict timelines and manage team capacity effectively.

Pipeline velocity measures the speed at which leads move through your sales process to generate revenue, providing a critical diagnostic tool for startup health and predictable scaling.

Operating Cash Flow tracks cash generated from daily business activities. It strips away financing and investment noise to reveal if your core business model is actually sustainable.

Full stack developers handle both front-end and back-end logic. They are often essential for early-stage startups prioritizing speed and resource efficiency over deep specialization.

This article explains the data lakehouse architecture, which merges the cost benefits of data lakes with the high performance and reliability of traditional data warehouses for modern startup environments.

A practical breakdown of the Bill of Materials (BOM), explaining its critical role in manufacturing, cost management, and the transition from prototype to mass production.

The P/E ratio measures share price relative to earnings. While often inapplicable to early-stage startups, understanding it is vital for exit strategies and benchmarking against public competitors.