Differential diagnosis

Glass Health

Glass Health is a clinician-built AI platform that generates differential diagnoses and assessment-and-plan drafts from a patient summary, and now combines that CDS with ambient scribing and EHR integration.

Medically reviewed by Dr. L · General Medicine, UK

Pricing
Freemium Free tier available; paid tier for advanced features.
Availability
Worldwide
Languages
English
Vendor
Glass Health
Overall score
6.6 See the scoring →

What is Glass Health?

Glass Health is a clinician-built AI platform. From a clinician-entered patient summary it generates a ranked differential diagnosis and drafts assessment-and-plan content, with cited Q&A and a “Deep Reasoning” mode. A Y Combinator (W23) company founded in 2021, it began as a clinical knowledge tool before pivoting to generative AI in early 2023, and now combines that clinical decision support with ambient scribing and EHR integration via SMART on FHIR.

What is Glass Health best at?

  • Differential diagnosis and plan drafting. Its core strength is turning a short patient summary into a ranked differential and a draft assessment and plan, useful for undifferentiated presentations and for trainees working through their reasoning.
  • Workflow integration. It integrates with electronic health records via SMART on FHIR (with reported connections to systems such as Epic, eClinicalWorks, and athenahealth) and offers a developer API and iOS and Android apps.
  • Physician-built editorial layer. Outputs are citation-grounded against physician-reviewed guidelines, and the company was founded by credible clinicians.

What are Glass Health’s limitations?

  • Input-dependent. Output quality depends heavily on the quality of the entered summary or EHR data, and there is a recognized risk of automation bias and over-smoothing of atypical presentations.
  • Regulatory ambiguity. Like most diagnosis-support tools, its software-as-a-medical-device status is not clear-cut, so it remains an assistive tool that requires clinician judgment.
  • Scale. It is a small team with modest disclosed funding relative to better-capitalized rivals.

Who is Glass Health best for?

Clinicians and trainees who want help structuring a differential diagnosis and drafting an assessment and plan inside their documentation workflow, especially for undifferentiated presentations. Its citations are physician-reviewed, but for deep, graded evidence on a specific clinical question many clinicians pair it with a dedicated evidence engine such as Vera Health.

Frequently asked

What is Glass Health?
Glass Health is a clinician-built AI platform. From a clinician-entered patient summary it generates a ranked differential diagnosis and drafts assessment-and-plan content, with cited Q&A. It is a Y Combinator (W23) company, founded in 2021 and originally a clinical knowledge tool before pivoting to generative AI in early 2023.
Is Glass Health free?
Glass Health offers a free tier plus paid per-clinician subscriptions and a developer API. Pricing and tier names change, so check the current plans directly.
Does Glass Health integrate with the EHR?
Yes. Glass Health now markets ambient scribing combined with clinical decision support and integrates with electronic health records via SMART on FHIR.
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