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High materiality7/10

Doximity AI platform outperforms frontier models in NOHARM safety benchmark

Jul 15, 2026, 2:29 PM EDT1 sourcesAI-analyzed
Why it may matterVerify against the original reporting

Independent, third-party safety validation can improve procurement confidence and accelerate deals; however, no immediate revenue data exists and reactions depend on subsequent bookings and deployments.

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An independent ARISE study led by Stanford and Harvard found Doximity Ask ranked first among AI systems on a real-world clinical sample, outranking OpenEvidence, GPT-5.6 Sol and Claude Fable 5. The result reinforces Doximity's physician-first, HIPAA-compliant approach and could accelerate enterprise adoption across health systems, boosting long-term revenue potential if demand scales.

  • Doximity Ask outperformed frontier models in the NOHARM benchmark.
  • ARISE Stanford/Harvard study evaluated AI safety with simulated cases.
  • PeerCheck program includes >11,000 cited physician experts validating outputs.
  • Clinical AI Suite deployed across >150 health systems, including eight of top-20 hospitals.
  • NOHARM tests covered 1,100+ scenarios across 10 specialties.

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