Cohort · AI clinical-workflow tools
AI clinical-workflow tools, scored.
How we score
Four stages, evidence-graded throughout.
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Cohort gate
Public pricing. Integrations doc. Ten or more customers. Self-serve path.
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Weighted rubric
Each dimension scored zero to four. Every cell tagged MEASURED, CITED, or ESTIMATED.
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Total score
Weighted sum out of one hundred. Seven-day right-of-reply window before publishing.
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Ranked and published
Updated when new vendors qualify or when fact-check replies land corrections.
Scoring in progress. The Best-scoring leaderboard opens on 2026-05-26. Until then, we’re grading the 12 starter platforms below at desk-research depth against the published rubric. Pre-scoring is honest: we don’t publish a top-10 we haven’t built the evidence for.
The 12 platforms entering review:
- Abridge. Ambient scribe
- Microsoft DAX Copilot (Nuance). Ambient scribe
- Suki AI. Ambient scribe + voice EHR assistant
- Ambience Healthcare. Ambient scribe + auto-coding
- Notable. RCM + workflow automation
- Cohere Health. Prior-authorization AI
- Regard. AI clinical reasoning + diagnosis support
- Glass Health. Clinical decision support
- Hippocratic AI. Clinician-supervised agents
- Tennr. Intake + faxes + referral processing
- Iodine (Waystar). Clinical documentation integrity (acquired by Waystar 2024)
- Adonis Intelligence. RCM AI
Vendor missing? Submit through the Request a platform tab and we’ll prioritize the next wave.
Scoring opens 2026-05-26. Until then, this tab lists the 12 starter platforms entering review and the rubric they’ll be scored on. No 0–100 scores yet - we don’t publish numbers we haven’t earned the evidence for.
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01 Nabla Desk research Ambient AI clinical assistant + scribe Healthcare 79 /100
Top strength Vendor-reported scale on nabla.com: 85,000+ clinicians, 130+ health organizations, 20M+ annual patient encounters. 55% of users save 1+ hour/day on documentation per vendor data. Native multi-language coverage (35+ languages) — unusual in the cohort. EHR integrations named: Epic, Cerner, athenahealth, eClinicalWorks. EU GDPR-rooted compliance posture from day one (Paris-founded).
Top gap Underlying LLM provider not disclosed on nabla.com. Independent clinical-note accuracy benchmark not published (vendor-reported outcomes only). US ambient-scribe competition (Abridge, Suki, Ambience) has deeper named-customer references in the largest US IDNs.
Best for Multi-language clinical settings and organizations prioritizing GDPR-rooted data-residency posture. Pilot and Scale stages.
02 OpenEvidence Desk research AI clinical search engine for physicians Healthcare 76 /100
Top strength Largest physician adoption in the cohort by self-reported scale — vendor claims ~65% of US physicians NPI-verified, 27M+ clinical encounters in April 2026, first product to record 1M doctor-AI consultations in a single day (March 2026). Content partnerships named on openevidence.com: NEJM, JAMA, AMA, NCCN, AAFP, ACEP. HIPAA-compliant as of 2026 announcement. Free to verified physicians (pharma advertising revenue model). $12B valuation Series D January 2026.
Top gap Search-on-demand product — does not write into the EHR or capture clinical workflow data. EHR integration limited to Sutter Health partnership (Epic) per public materials; broader EHR depth not yet established. Accuracy benchmark for natural-language clinical-question answering not independently published.
Best for Physicians and clinical teams wanting an evidence-grounded reference layer alongside the EHR. Pilot stage.
03 Abridge Pre-scoring Ambient scribe -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
04 Adonis Intelligence Pre-scoring RCM AI -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
05 Ambience Healthcare Pre-scoring Ambient scribe + auto-coding -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
06 Cohere Health Pre-scoring Prior-authorization AI -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
07 Glass Health Pre-scoring Clinical decision support -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
08 Hippocratic AI Pre-scoring Clinician-supervised agents -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
09 Iodine (Waystar) Pre-scoring Clinical documentation integrity -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
10 Microsoft DAX Copilot Pre-scoring Ambient scribe -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
11 Notable Pre-scoring RCM + workflow automation -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
12 Regard Pre-scoring Clinical reasoning + diagnosis support -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
13 Suki AI Pre-scoring Ambient scribe + voice EHR -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
14 Tennr Pre-scoring Intake + faxes + referral processing -- /100
Entering review Scoring opens 2026-05-26. The published rubric will be applied at desk-research depth against vendor trust pages, EHR marketplace listings, peer-reviewed validation studies, and publicly disclosed deployments.
Request a platform we should evaluate.
The cohort opens for scoring on 2026-05-26 with 12 platforms entering review at desk-research depth. If your platform fits the inclusion criteria and isn’t on the starter list, send it our way and we’ll prioritize the next wave.
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Yardstick is a buyer’s-guide firm. AI sales, AI customer experience, AI customer success, AI call-center, AI recruiting, AI BD/partnerships, AI tax, AI ERP, AI social-media-marketing, AI clinical-workflow, AI construction, and AI skilled-trade field service tools are live. If your category is next, send the request and we’ll evaluate fit against the methodology.
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