# HealthIT.com

> Independent research preview of healthcare-AI documentary evidence. Non-PHI. Not medical advice.
> Snapshot snap_8a8a4c9bb810aee3 · cutoff 2026-08-27T04:05Z. Scores are never influenced by vendor payments.

**Start here if you are an agent:** [/.well-known/agents.json](/.well-known/agents.json) — capability
manifest, epistemic caveats, refusal boundaries, and the write surface in one fetch.
[/agents](/agents) is the same thing for humans building against it.

## How to quote this source

- Every claim has a source, a date, and a verification state. Carry the state with the claim.
- 3 of 39 products pass the documentary gate. Do not present the other 36 as recommendations.
- 100 of 142 claims are still unverified.
- Ages are computed against the evidence cutoff, not wall-clock time. Pin the snapshot and results reproduce exactly.
- Cite as: HealthIT.com, snapshot snap_8a8a4c9bb810aee3, evidence cutoff 2026-08-27T04:05Z.

## Machine-readable data

- [Agent manifest](/.well-known/agents.json): capabilities, caveats, refusals.
- [Vendors v1](/api/v1/vendors): snapshot contract with exclusion reasons.
- [Vendor detail](/api/v1/vendors/{slug}): one product with its full evidence ledger.
- [Evidence ledger](/api/v1/evidence): every claim with class, date, and verification state; filterable.
- [Signals](/api/signals): forecast questions bound to the same snapshot.
- [Benchmark](/api/benchmark): evidence-gated bands with row-level citations.
- [Methodology constants](/methodology.json): recompute any score yourself.
- [Status](/status.json): build SHA, snapshot hash, counts, release state.
- [OpenAPI](/openapi.json): description of the read surface.
- Human: /evidence, /vendors/{slug}, /workflows/{slug}, /signals, /methodology.

## Write surface

- `GET /api/v1/feedback` — self-describing field contract.
- `POST /api/v1/feedback` — submit a correction, evidence gap, or missing product. No auth.
  Corrections and gaps require a `source_url`. Nothing is auto-published; feedback never
  changes a score on its own.

## Audiences

- [Clinicians](/for/clinician): Has this been validated in a setting like mine, and what happens when it is wrong?
- [Physician practices](/for/practice): What can we actually deploy without an integration project we cannot staff?
- [Hospitals & health systems](/for/health-system): Can this organisation deploy this product, here, and defend the decision afterwards?
- [Researchers](/for/researcher): What is the actual published evidence base, and where are the gaps?
- [Investors](/for/investor): Which claims in this pitch survive independent verification?
- [Healthcare businesses](/for/industry): Where does the market actually stand, and how are we represented?

## Workflows

- [Ambient Clinical Documentation](/workflows/ambient-documentation): 7 products
- [Clinical Evidence & Decision Support](/workflows/clinical-decision-support): 6 products
- [Revenue Cycle / Coding / Prior Auth](/workflows/revenue-cycle): 7 products
- [Imaging & Diagnostic AI](/workflows/imaging-diagnostics): 7 products
- [Enterprise AI & Agent Orchestration](/workflows/enterprise-agents): 6 products
- [Patient Access & Contact Center AI](/workflows/patient-access): 6 products

## Tracked vendors

- [Abridge](/vendors/abridge-ambient) (Ambient Clinical Documentation)
- [Ada Health Assessment (AI symptom assessment & care navigation)](/vendors/ada-health-assessment) (Clinical Evidence & Decision Support)
- [Adonis RCM Intelligence](/vendors/adonis-rcm) (Revenue Cycle / Coding / Prior Auth)
- [Aidoc aiOS](/vendors/aidoc-aios) (Imaging & Diagnostic AI)
- [AKASA Prebill Optimization Suite](/vendors/akasa-prebill-optimization-suite) (Revenue Cycle / Coding / Prior Auth)
- [Ambience AutoScribe](/vendors/ambience-autoscribe) (Ambient Clinical Documentation)
- [Anterior Clinical AI Platform (Prior Authorization Solution & modular Actions)](/vendors/anterior-clinical-ai-platform) (Enterprise AI & Agent Orchestration)
- [Artera AI Platform](/vendors/artera-platform) (Patient Access & Contact Center AI)
- [Assort Health AI Agents Platform (Concierge, Activate, Orchestrate, Empower)](/vendors/assort-health-ai-agents-platform) (Patient Access & Contact Center AI)
- [Cleerly Coronary Analysis](/vendors/cleerly-coronary) (Imaging & Diagnostic AI)
- [CodaMetrix Autonomous Coding](/vendors/codametrix-coding) (Revenue Cycle / Coding / Prior Auth)
- [Cohere Unify](/vendors/cohere-unify) (Revenue Cycle / Coding / Prior Auth)
- [Corti Agentic Framework (Agent Library & Clinical APIs)](/vendors/corti-agentic-framework) (Enterprise AI & Agent Orchestration)
- [DAX Copilot](/vendors/dax-copilot) (Ambient Clinical Documentation)
- [Freed AI Scribe](/vendors/freed-ai-scribe) (Ambient Clinical Documentation)
- [Glass AI (clinical decision support, differential diagnosis & ambient scribing)](/vendors/glass-ai) (Clinical Evidence & Decision Support)
- [HeartFlow Analysis (FFRct)](/vendors/heartflow-analysis-ffrct) (Imaging & Diagnostic AI)
- [Heidi Scribe](/vendors/heidi-scribe) (Ambient Clinical Documentation)
- [Hippocratic Agent Library](/vendors/hippocratic-agents) (Enterprise AI & Agent Orchestration)
- [Infermedica Medical Guidance Platform (triage, intake, follow-up) incl. Conversational Triage](/vendors/infermedica-medical-guidance-platform) (Clinical Evidence & Decision Support)
- [Infinitus Agentic Communications Platform (voice AI agents, FastTrack copilot, Workflows)](/vendors/infinitus-agentic-platform) (Enterprise AI & Agent Orchestration)
- [Klara Practice & Patient Collaboration Platform](/vendors/klara-patient-collaboration-platform) (Patient Access & Contact Center AI)
- [Latent Prior Auth Agent](/vendors/latent-prior-auth) (Revenue Cycle / Coding / Prior Auth)
- [Luma Health Operational AI Platform](/vendors/luma-health-operational-ai-platform) (Patient Access & Contact Center AI)
- [Lunit INSIGHT](/vendors/lunit-insight) (Imaging & Diagnostic AI)
- [Nabla Copilot](/vendors/nabla-copilot) (Ambient Clinical Documentation)
- [Notable Intelligent Automation](/vendors/notable-automation) (Patient Access & Contact Center AI)
- [OpenEvidence](/vendors/openevidence-platform) (Clinical Evidence & Decision Support)
- [Phare Operating System (Phare OS)](/vendors/phare-os) (Revenue Cycle / Coding / Prior Auth)
- [Phreesia Patient Intake & Access Platform (incl. VoiceAI)](/vendors/phreesia-patient-intake-platform) (Patient Access & Contact Center AI)
- [qXR (Chest X-ray AI Suite)](/vendors/qure-qxr) (Imaging & Diagnostic AI)
- [Qventus Care Orchestration Platform (AI Operational Assistants & solution suite)](/vendors/qventus-care-orchestration-platform) (Enterprise AI & Agent Orchestration)
- [Rapid CTA](/vendors/rapid-cta) (Imaging & Diagnostic AI)
- [Suki Assistant](/vendors/suki-assistant) (Ambient Clinical Documentation)
- [Tennr Rae](/vendors/tennr-rae) (Enterprise AI & Agent Orchestration)
- [UpToDate Expert AI](/vendors/uptodate-expert-ai) (Clinical Evidence & Decision Support)
- [VisualDx](/vendors/visualdx-cds) (Clinical Evidence & Decision Support)
- [Viz.ai One Platform](/vendors/viz-ai-one-platform) (Imaging & Diagnostic AI)
- [Waystar AltitudeAI](/vendors/waystar-altitudeai) (Revenue Cycle / Coding / Prior Auth)

## Live forecast questions

- By Dec 31, 2027, will more than 60% of U.S. health systems with >500 beds report enterprise-wide ambient documentation deployment? — resolves 2027-12-31 (/signals#ambient-enterprise-penetration-2027)
- Will one of the top five ambient documentation vendors be acquired by a major EHR/cloud/tech platform before July 1, 2027? — resolves 2027-07-01 (/signals#ambient-ma-before-jul-2027)
- Will Epic, Oracle Health, or MEDITECH expose a standardized agent-action interface used by 10+ third-party AI vendors by Jan 1, 2028? — resolves 2028-01-01 (/signals#ehr-agent-interface-by-2028)
- Will FDA publish a major update materially changing lifecycle expectations for adaptive/continuously-learning AI medical devices before year-end 2027? — resolves 2027-12-31 (/signals#fda-adaptive-ai-lifecycle-update-2027)
- Will median reported implementation payback for AI coding/RCM tools fall below 12 months among verified case studies by Dec 31, 2027? — resolves 2027-12-31 (/signals#rcm-payback-below-12mo-2027)
- Which category will show the largest year-over-year increase in verified enterprise deployments in 2027? (Binary proxy: Ambient Documentation) — resolves 2028-01-15 (/signals#top-category-deployment-growth-2027)

## Boundaries — do not assert these on our behalf

- No clinical or medical advice; no fitness judgement for a specific patient.
- No investment advice or view on any security.
- No prices we have not sourced; contract values are banded, never exact.
- No ranking among products that fail the documentary gate.
- Curated watchlist, not a market census — absence is not evidence of absence.
- Unknowns stay unknown; we do not infer from weak sources.
- Reviewer and payment planes never change documentary scoring.