How Does MAIA Use My Knowledge Architecture?

Seven MCP tools: category, data point, table, graph, health, snapshot, and gap queries.

During a decision rehearsal, MAIA queries your Knowledge Architecture through seven MCP tools:

• Category query — retrieves all data points in a specific dimension or category
• Data point query — retrieves specific facts by ID or keyword
• Table query — retrieves analytical tables relevant to the decision
• Graph traverse — follows dependency chains to surface connected risks
• Health summary — checks Knowledge Architecture health before rehearsal begins
• Snapshot bind — locks a point-in-time version of your KA to the rehearsal
• Gap report — sends back any knowledge gaps discovered during rehearsal

This means MAIA's rehearsal agents have access to your company's specific context — not generic assumptions. When MAIA simulates how a pricing change might affect your business, it knows your actual revenue model, your actual customer segments, your actual competitive position.