01 · Document AI
Alpha Intelligence — Document Workflow Automation
An intelligent healthcare administrative document-processing and routing workflow — from incoming fax to the right staff queue, with human review built in.
01 / system view · 11 components
Document intake to staff queue, with a confidence gate and human review.
confidentuncertain
- Incoming fax / upload → Document AI extraction
- Document AI extraction → Patient matching
- Patient matching → Confidence & validation check
- Confidence & validation check → Rules-based routing (confident)
- Confidence & validation check → Human review (uncertain)
- Human review → Rules-based routing
- Rules-based routing → Staff work queue
PythonLLM extractionRules enginePostgreSQLAudit logging
Clinic administrative teams handle a constant stream of incoming documents — referrals, forms, and faxes — that must be read, understood, matched to the right patient record, and routed to the right staff queue. Done manually, it is slow, error-prone, and hard to audit.
- Unstructured documents become structured, routable information
- Human review boundaries designed in from the start
- Every routing decision traceable and auditable
Stack
Python · LLM extraction · Rules engine · PostgreSQL · Audit logging · Human-in-the-loop
Private client system
