Bound to snap_8a8a4c9bb810aee3 · evidence cutoff 2026-08-27T04:05Z. 42 of 142 rows (30%) are documentary-confirmed. 3 of 39 products currently pass the documentary gate.
| Product | Workflow | Freshness | Confirmed rows | Documentary gate | Most important gap | Evidence needed |
|---|---|---|---|---|---|---|
| Ada Health Assessment (AI symptom assessment & care navigation) | Clinical Evidence & Decision Support | Historical | 0/4 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Adonis RCM Intelligence | Revenue Cycle / Coding / Prior Auth | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Aidoc aiOS | Imaging & Diagnostic AI | Historical | 0/3 (0%) | Not passed | Named production deployment | Named production deployment |
| Artera AI Platform | Patient Access & Contact Center AI | Historical | 0/3 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Cleerly Coronary Analysis | Imaging & Diagnostic AI | Historical | 0/2 (0%) | Not passed | Named production deployment | Named production deployment |
| CodaMetrix Autonomous Coding | Revenue Cycle / Coding / Prior Auth | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Cohere Unify | Revenue Cycle / Coding / Prior Auth | Historical | 0/1 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Freed AI Scribe | Ambient Clinical Documentation | Historical | 0/4 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Glass AI (clinical decision support, differential diagnosis & ambient scribing) | Clinical Evidence & Decision Support | Historical | 0/4 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Hippocratic Agent Library | Enterprise AI & Agent Orchestration | Historical | 0/1 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Infinitus Agentic Communications Platform (voice AI agents, FastTrack copilot, Workflows) | Enterprise AI & Agent Orchestration | Historical | 0/5 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Klara Practice & Patient Collaboration Platform | Patient Access & Contact Center AI | Historical | 0/4 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Latent Prior Auth Agent | Revenue Cycle / Coding / Prior Auth | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Lunit INSIGHT | Imaging & Diagnostic AI | Historical | 0/2 (0%) | Not passed | Named production deployment | Named production deployment |
| Notable Intelligent Automation | Patient Access & Contact Center AI | Historical | 0/1 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| OpenEvidence | Clinical Evidence & Decision Support | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Phreesia Patient Intake & Access Platform (incl. VoiceAI) | Patient Access & Contact Center AI | Historical | 0/5 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| qXR (Chest X-ray AI Suite) | Imaging & Diagnostic AI | Historical | 0/6 (0%) | Not passed | Named production deployment | Named production deployment |
| Qventus Care Orchestration Platform (AI Operational Assistants & solution suite) | Enterprise AI & Agent Orchestration | Historical | 0/3 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Rapid CTA | Imaging & Diagnostic AI | Historical | 0/2 (0%) | Not passed | Named production deployment | Named production deployment |
| Tennr Rae | Enterprise AI & Agent Orchestration | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| UpToDate Expert AI | Clinical Evidence & Decision Support | Historical | 0/4 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| VisualDx | Clinical Evidence & Decision Support | Historical | 0/2 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| AKASA Prebill Optimization Suite | Revenue Cycle / Coding / Prior Auth | Historical | 1/5 (20%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Assort Health AI Agents Platform (Concierge, Activate, Orchestrate, Empower) | Patient Access & Contact Center AI | Aging | 1/1 (100%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Infermedica Medical Guidance Platform (triage, intake, follow-up) incl. Conversational Triage | Clinical Evidence & Decision Support | Historical | 1/4 (25%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Luma Health Operational AI Platform | Patient Access & Contact Center AI | Historical | 1/4 (25%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Suki Assistant | Ambient Clinical Documentation | Historical | 1/3 (33%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Viz.ai One Platform | Imaging & Diagnostic AI | Historical | 1/3 (33%) | Not passed | Independently reported economic outcome | Independently reported economic outcome |
| Waystar AltitudeAI | Revenue Cycle / Coding / Prior Auth | Historical | 1/5 (20%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Corti Agentic Framework (Agent Library & Clinical APIs) | Enterprise AI & Agent Orchestration | Historical | 2/3 (67%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| DAX Copilot | Ambient Clinical Documentation | Historical | 2/6 (33%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| HeartFlow Analysis (FFRct) | Imaging & Diagnostic AI | Historical | 2/4 (50%) | Not passed | Named production deployment | Named production deployment |
| Ambience AutoScribe | Ambient Clinical Documentation | Historical | 3/5 (60%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| Nabla Copilot | Ambient Clinical Documentation | Historical | 3/5 (60%) | Not passed | Independently reported economic outcome | Independently reported economic outcome |
| Phare Operating System (Phare OS) | Revenue Cycle / Coding / Prior Auth | Historical | 3/5 (60%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
0 of 4 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
0 of 3 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Patient Access & Contact Center AI · Historical · gate not passed · not comparable
0 of 3 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
0 of 1 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Ambient Clinical Documentation · Historical · gate not passed · not comparable
0 of 4 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
0 of 4 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Enterprise AI & Agent Orchestration · Historical · gate not passed · not comparable
0 of 1 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Enterprise AI & Agent Orchestration · Historical · gate not passed · not comparable
0 of 5 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Patient Access & Contact Center AI · Historical · gate not passed · not comparable
0 of 4 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Patient Access & Contact Center AI · Historical · gate not passed · not comparable
0 of 1 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Patient Access & Contact Center AI · Historical · gate not passed · not comparable
0 of 5 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
0 of 6 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Enterprise AI & Agent Orchestration · Historical · gate not passed · not comparable
0 of 3 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Enterprise AI & Agent Orchestration · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
0 of 4 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
0 of 2 rows confirmed (0%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
1 of 5 rows confirmed (20%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Patient Access & Contact Center AI · Aging · gate not passed · not comparable
1 of 1 rows confirmed (100%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Clinical Evidence & Decision Support · Historical · gate not passed · not comparable
1 of 4 rows confirmed (25%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Patient Access & Contact Center AI · Historical · gate not passed · not comparable
1 of 4 rows confirmed (25%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Ambient Clinical Documentation · Historical · gate not passed · not comparable
1 of 3 rows confirmed (33%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
1 of 3 rows confirmed (33%).
Most important gap: Independently reported economic outcome
Independently reported economic outcome
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
1 of 5 rows confirmed (20%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Enterprise AI & Agent Orchestration · Historical · gate not passed · not comparable
2 of 3 rows confirmed (67%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Ambient Clinical Documentation · Historical · gate not passed · not comparable
2 of 6 rows confirmed (33%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Imaging & Diagnostic AI · Historical · gate not passed · not comparable
2 of 4 rows confirmed (50%).
Most important gap: Named production deployment
Named production deployment
Ambient Clinical Documentation · Historical · gate not passed · not comparable
3 of 5 rows confirmed (60%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
Ambient Clinical Documentation · Historical · gate not passed · not comparable
3 of 5 rows confirmed (60%).
Most important gap: Independently reported economic outcome
Independently reported economic outcome
Revenue Cycle / Coding / Prior Auth · Historical · gate not passed · not comparable
3 of 5 rows confirmed (60%).
Most important gap: Named production deployment
Missing evidence: independently verified production deployment at comparable scale.
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