Glass Health
AI clinical decision support for physicians that generates differential diagnoses and clinical plans from patient summaries - HIPAA compliant with a free tier for individual clinicians.
Glass Health is an AI clinical decision support platform built by physicians for physicians, using a medical-domain LLM to generate differential diagnoses and structured clinical management plans from brief patient summaries. Founded in 2022 by Dereck Paul and JD Strandburg and backed by a $20M Series A in 2024, Glass Health is designed as a professional augmentation tool that enhances physician reasoning rather than replacing it - the AI generates a structured assessment and plan that the clinician reviews, edits, and adapts to their patient. The platform is HIPAA compliant and does not retain patient information after session completion. Individual physician access is free with usage limits; enterprise plans for health systems and group practices add EHR integration, administrative controls, and team-level analytics.
Key Features
- Differential diagnosis generation produces a ranked list of diagnostic possibilities from a plain-English patient summary
- Clinical management plan creation drafts assessment and plan sections covering workup, treatment, and follow-up for each diagnosis
- Medical knowledge grounding trains specifically on clinical literature and guidelines rather than general-purpose internet text
- Session-only data processing means no patient information is stored after the session closes for HIPAA compliance
- Free individual access lets physicians evaluate and integrate Glass into their workflow without departmental procurement approval
- Enterprise EHR integration for health systems embeds Glass directly into clinical workflow without switching between applications
- Physician feedback loop allows users to rate and refine AI-generated differentials to improve plan quality over time
Use Cases
- Primary care physicians quickly generating a comprehensive differential for an unfamiliar presentation before a specialist referral
- Medical students and residents using Glass as an educational tool to compare their own differential against the AI-generated one
- Hospitalists reviewing Glass-suggested clinical plans for complex multi-morbidity patients to catch potential diagnostic gaps
- Urgent care physicians documenting assessment and plan sections faster with a structured AI-generated starting point per visit
Pros
- Free individual access eliminates the procurement barrier that blocks most clinical AI tools from reaching front-line physicians
- $20M Series A and physician-led founding team signal both funding stability and authentic clinical workflow understanding
- Session-only data retention addresses the primary HIPAA concern that prevents clinicians from using general-purpose AI for patient care
Cons
- AI-generated differentials require physician review and cannot replace clinical examination, test results, or specialist consultation
- Enterprise EHR integration is limited in scope compared to purpose-built ambient documentation tools like Abridge or Nabla
- Usage limits on the free tier may frustrate high-volume clinicians in busy practices before they can justify an enterprise contract
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Suki AI
AI voice assistant for clinical documentation - 40,000+ clinicians dictate structured EHR notes 76% faster, integrating with Epic, Meditech, and Cerner.
Abridge
AI medical documentation platform that converts doctor-patient conversations into structured clinical notes - integrated with Epic and Oracle Health across major US health systems.
Heidi Health
AI medical scribe that listens to consultations and generates SOAP notes, referral letters, and care plans automatically - free plan available.
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