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Your AI Agent Doesn't Know Your Business | Context Layers Explained (31 minute video)
MotherDuck introduces a 'Guides' context layer that embeds business logic and data rules directly into the database to stop agents from guessing.
What: Guides stores institutional knowledge and scoping rules alongside data, allowing agents to access definitions and constraints at the database, team, or personal level.
Why it matters: Without a dedicated metadata layer, agents often misinterpret schemas or lack the company-specific intuition needed for accurate data synthesis.
Original article
AI agents need a context layer that captures business definitions, exceptions, institutional knowledge, and rules. Without it, they will guess when interpreting company data. MotherDuck's upcoming Guides feature stores this context alongside the data and automatically surfaces it to agents, with database-level, personal and organisation-wide scoping, SQL support, and version control.
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