# Right Reasons\ \ \ \ Structured business ontology that gives AI agents deterministic access to institutional reasoning.\ \ \ \
## Key results\ \
- Entity recall: +90% vs Markdown+RAG\ \
- "Why?" question recall: 0% → 100%\ \
- Reasoning quality: +121%\ \
- 18 MCP tools (9 query, 4 mutation, 3 OPS contracts, 2 Dolt)\ \
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## Architecture\ \ Dolt (versioned SQL) → MCP Server (Python/FastMCP) → Any AI agent\ \ \ \ | Website
