Intent Understanding
Status: Implemented (PRD-001)
Last updated: 2026-07-05
Clinic implementation (PRD-001)
The production Intent Understanding Engine for the Dental Clinic Agent:
Clinic Intent Understanding Engine →
Pipeline: Behavior Engine → Continuation Resolver → LLM Analyzer → Regex Fallback → Signal Mapper → Orchestrator
Platform context (PL-003 / PL-004)
| Layer | Owner | Role |
|---|---|---|
| Intent classification | PRD-001 App\Modules\AI | Clinic-specific semantic intents |
| Capability matching | PL-003 | Signal → capability activation |
| Learning / improvement | PL-004 | Pattern mining from failures |
Reports: intent-intelligence-improvement-report.md
Related
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