Make every consultation
measurably better.
Plato Performance turns every visit into structured data — consultation time, follow-through on orders, missed investigations, protocol adherence, and how completely the doctor explored the case. Quality you can prove. Revenue you can grow.
Built on the same ambient AI as Plato MedScribe and connected directly to your EHR. Every consultation feeds a private, institution-specific clinical model that gets sharper with every visit.
Most clinics measure throughput. None measure quality.
MedScribe gives you back the hour. Performance proves what happens inside it.
Performance sits inside the consultation itself — listening, structuring, and comparing what happened to what should have happened. It tells management which doctors stick to protocol, which investigations were missed, whether orders from previous visits were actually followed through, and whether the right questions were asked. Without ever interrupting care.
For clinic groups and hospitals who want to operate on evidence, not on instinct.
The metrics that finally make consultation quality measurable.
Consultation Time & Pacing
Average and per-doctor consultation duration, time-to-first-question, and time spent on history vs. examination vs. counselling. Spot rushed visits, hidden bottlenecks, and outliers — patient by patient, doctor by doctor.
Order & Investigation Follow-Through
Track every test, referral, and prescription across visits. Was the imaging ordered last time actually completed? Did the patient come back for the follow-up? Performance closes the loop the EHR leaves open.
Missed Investigations & Protocol Adherence
Compares each consultation against the right standard-of-care pathway for the presenting complaint. Flags missed investigations, missed red-flag screens, and silent deviations from protocol — surfaced as a coachable signal, not a punishment.
Question Completeness
Did the doctor ask the relevant history questions for this complaint? Performance checks the conversation against specialty-specific question sets and reports completeness — so consult quality stops depending on who happens to be on shift.
Domain LLM That Learns Your Hospital
Ambient transcription plus structured EHR data are continuously fed into a private, hospital-specific model. Over time it learns your protocols, your case mix, and your patient population — becoming an institution-grade clinical assistant no off-the-shelf model can match.
Value for patient, doctor, and management.
For Patients
Better history-taking, fewer missed investigations, better follow-through across visits. Care quality stops being a lottery — it becomes a system.
For Doctors
Objective, private feedback on your own consultations: where you're strong, where the protocol drifted, what to coach next. No surveillance — coaching, with citations.
For Management
A real quality dashboard for the first time: protocol adherence by clinic and specialty, missed-investigation rate, order completion, and consultation efficiency. Defensible to regulators, payers, and boards.
Three streams. One quality engine.
Listen to the Consultation
The same ambient AI behind Plato MedScribe captures the conversation in real time — multilingual, Arabic-fluent, and deployed exactly where MedScribe is already running.
Pull the EHR Context
Performance integrates via FHIR with the EHR — orders, results, prescriptions, prior visits, problem lists. Every consultation is scored against the patient's longitudinal record, not just today's visit.
Score, Surface, and Learn
Every encounter is automatically scored on time, follow-through, missed investigations, protocol adherence, and question completeness. The same data continuously trains a private hospital-specific clinical model.
Security That Hospital CISOs Demand
Enterprise-grade encryption. Immutable audit logs. Data residency guarantees. Zero patient audio retention (configurable).
Built for the people who own consultation quality.
Pilot Program Benefits: Limited Availability
Only 200 hospital systems will be accepted into the 2026 pilot program.
Your Questions, Answered
Find clear, quick answers about AI diagnostic decision support.
Stop guessing aboutconsultation quality.
Performance is for clinic groups and hospitals who want to operate on evidence — not on instinct. Pair it with Plato MedScribe and turn every consultation into both a finished note and a quality data point.
Limited 2026 pilot cohort. Priority for GCC clinic groups and hospitals.