Healthcare AI intake & decision support
Challenge: Complex fax, email and claims workflows require consistent extraction, routing and review.
Approach: Combined document classification, RAG-based retrieval, structured LLM outputs, deterministic decision rules and confidence-based human escalation.
Architecture focus: Traceability, exception handling and API-first enterprise integration.