Chapter 08Part 2 · Context

From Data Catalog to Business Memory

Catalogs describe data. Memory describes meaning.

What this chapter covers

A data catalog describes tables. Business memory describes decisions — what a metric means, who owns it, how it changed, and why. This chapter is about turning the catalog you already have into the memory an agent can rely on.

Key takeaways

  • Why catalogs stop short of what agents actually need
  • The five properties of a definition an AI system can trust
  • How to promote informal tribal knowledge into structured memory
  • Roles and responsibilities for keeping business memory alive
  • A migration path from a stale catalog to a living memory layer

Why it matters

Business memory is the difference between an agent that answers questions and one that answers your company's questions.

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The Context Advantage is a living guide for the agentic era. Chapters 1 – 3 are free. Everything else, plus future updates, templates, and resources, is included with the lifetime edition.

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