


Every slot filled. Every result routed. No guesswork.
Six AI modules working in sequence: swap engine, smart waitlists, lab routing, duplicate detection, physician sign-off, and analytics. Mechanism-level automation with full audit trails.
Six mechanisms. One coordinated system.
AI Appointment Swap Engine
Lab Routing Intelligence
Physician Sign-Off Workflows
94%
Zero re-orders
100% audit trail
Results route to the correct ordering provider before the appointment. Duplicate detection flags unnecessary repeat tests with full explanations.
Every high-risk scheduling and lab action requires provider approval. Compliance is structural — each decision is logged, timestamped, and exportable.
Cancellations filled within 2 hours. Matches on urgency, insurance, distance, and specialty — not queue position.


From cancellation to confirmed — automatically.
1. Slot opens — swap engine scores the waitlist in real time.
2. Best-fit patient is identified and auto-notified within minutes.
3. Relevant lab results route to the assigned provider before the visit.
4. Any high-risk action triggers a physician sign-off request with audit log entry.
Ready to eliminate scheduling debt?
See the swap engine, lab routing, and sign-off workflows running against a live clinic scenario. No slides — a working demo.
