Bound to snap_36bba25c577cbb44 · evidence cutoff 2026-08-27T04:05Z. 40 of 142 rows (28%) are source-checked. 3 of 39 products passed the documentary gate at this snapshot.
Freshness, counts and gate results below are fixed historical assessments at the snapshot. Later editorial source reviews do not update these results.
A source check establishes that a stored excerpt was found; it does not validate every assertion, the study methods, or the source's independence. Source dates are inherited metadata and have not all been checked against publication dates. Consult the original source before relying on a date. Read the correction history.
| Product | Workflow | Freshness at snapshot | 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 |
| AKASA Prebill Optimization Suite | Revenue Cycle / Coding / Prior Auth | Historical | 0/5 (0%) | Not passed | Named production deployment | Missing evidence: independently verified production deployment at comparable scale. |
| 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. |
| 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. |
| Corti Agentic Framework (Agent Library & Clinical APIs) | Enterprise AI & Agent Orchestration | Historical | 1/3 (33%) | 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. |
| 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 at snapshot · 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 at snapshot · 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 at snapshot · gate not passed · not comparable
0 of 3 rows confirmed (0%).
Most important gap: Named production deployment
Named production deployment
Revenue Cycle / Coding / Prior Auth · Historical at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 · Aging at snapshot · 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.
Enterprise AI & Agent Orchestration · Historical at snapshot · 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.
Clinical Evidence & Decision Support · Historical at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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 at snapshot · 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.
Ambient Clinical Documentation · Historical at snapshot · 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 at snapshot · gate not passed · not comparable
2 of 4 rows confirmed (50%).
Most important gap: Named production deployment
Named production deployment
Ambient Clinical Documentation · Historical at snapshot · 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 at snapshot · 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 at snapshot · 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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