01 Same path for agent and UI
Creating a counterparty in a view or asking the agent to create it produces the same action with the same business validations.
- Shared MCP route
- Single logic source
- Refresh after mutation
- Shared tests
Visual Placeholder - MCP sequence Sequence diagram with UI/agent calling the same MCP action, then db.changed event.
02 Reduced agent surface
Dispatchers turn dozens of similar actions into a hierarchical choice: domain, action, validated parameters.
- Reconciliation
- Qualification
- Adjustments
- Lettering
- Commitments
- Mileage
Visual Placeholder - dispatcher matrix Domain/action matrix with integrated help and validation schemas.
03 Local data and knowledge
Accounting data, files, views, and traces stay on the machine. The embedded tax knowledge base helps the agent cite sources.
- Embedded PostgreSQL
- Local files
- ~2,000 tax notes
- Read-only knowledge sub-agent
Visual Placeholder - local vault Visual of versioned tax sources and local company data, with AI provider boundary.