Products

Glass Health
Glass Health
Clinical Decision Support & Reference
Glass Health is an AI-powered platform that combines ambient scribing with clinical decision support, offering real-time insights, three-tier differential diagnoses, and evidence-based assessment and plan generation to streamline clinician workflows.

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About Glass Health

Glass Health is a healthcare AI company that provides a clinical intelligence platform designed to assist physicians with documentation and decision support. The platform leverages AI for developing differential diagnoses, drafting clinical plans, and generating structured clinical notes (e.g., SOAP, H&P, progress notes) from patient encounters.

Glass Health’s core differentiator lies in its ability to combine ambient scribing with real-time clinical decision support. This means that during a patient visit, the AI can offer insights such as suggested history questions, physical exam maneuvers, and potential next steps. After the encounter, it can generate a tiered differential diagnosis (Most Likely, Expanded Differential, and Can’t Miss Diagnoses) and an evidence-based assessment and plan, all grounded in current clinical guidelines and peer-reviewed literature. The platform aims to enhance diagnostic accuracy, streamline clinical workflows, and provide evidence-based medical guidance, ultimately empowering clinicians and improving patient outcomes.

Focus Areas

AI-powered clinical decision support ambient scribing differential diagnosis assessment and plan generation clinical documentation medical AI

Business Intelligence

TechnologyCloud-native, leverages large language models (LLMs) and a physician-curated database of clinical guidelines.

What Physicians Need to Know

AI-Powered Clinical Decision Support
Glass Health provides real-time clinical insights during patient encounters, suggesting history questions, physical exam maneuvers, and next steps. After the visit, it generates differential diagnoses, evidence-based assessment and plans, and clinical Q&A. It offers a three-tier differential diagnosis (Most Likely, Expanded Differential, and Can't Miss Diagnoses) with suggested workup steps. Their clinical content and guidelines are built and maintained by a team of approximately 20 physicians, ensuring evidence-based suggestions.
Ambient Scribing & Clinical Documentation
Glass Health's ambient AI scribing passively listens to clinician-patient conversations and generates structured notes (SOAP, H&P, progress notes, discharge summaries) in real-time. It aims to reduce documentation burden and improve note quality by combining note generation with clinical reasoning in the same workflow. The platform can also generate patient-facing documentation in plain language, such as discharge instructions and care plan summaries.
Natural Language Processing (NLP) & Conversational AI
Glass Health utilizes natural language processing, speech recognition, and large language models to convert clinician-patient conversations into structured clinical notes and to process unstructured clinical text for diagnostic assessments. It supports conversational queries for clinical Q&A, grounded in current guidelines and literature.
Evidence-Based Medicine
Glass Health grounds its reasoning, recommendations, and documentation in verifiable medical literature, clinical practice guidelines, and FDA-approved drug information, providing citations for clinicians to inspect. It offers an evidence-cited workflow for differential diagnosis, clinical Q&A, and assessment-and-plan drafting.
Healthcare Analytics & Vertical SaaS
Glass Health is a vertical SaaS company specializing in AI for healthcare. It provides a platform for medical knowledge management, allowing clinicians to capture, organize, store, and retrieve medical knowledge efficiently. The company offers a developer API for integrating its clinical AI capabilities into other healthcare products.
Physician Tip

Glass Health differentiates itself by combining ambient AI scribing with robust clinical decision support, offering real-time insights, differential diagnoses, and evidence-based assessment and plan drafting within the same workflow. This integrated approach aims to address both the clerical and cognitive burdens faced by physicians, leading to more clinically useful documentation and improved diagnostic accuracy. The platform's three-tier differential diagnosis, including 'Can't Miss Diagnoses,' is a key feature for identifying serious conditions. Glass Health's clinical content is physician-curated and grounded in evidence-based guidelines, providing a strong trust signal for diagnostic suggestions. Physicians can leverage the free Lite tier to evaluate workflow fit before committing to paid plans. It's particularly well-suited for solo clinicians, small practices, medical students, and residents, especially in general practice and internal medicine. While it excels in diagnostic reasoning and documentation, it's important to note that it doesn't currently handle drug dosing calculations or structured risk scoring. Always review AI-generated outputs and verify information against authoritative clinical sources, as the tool is intended to support, not replace, clinical judgment.

Glass Health supports EHR integrations with Epic, eClinicalWorks, athenahealth, and Elation, particularly on its Max plan. These integrations allow for chart context to be brought into the documentation and diagnostic support sessions. They also offer a developer API for building clinical products and integrating their AI capabilities into existing systems. Glass Health's integrations are designed to fit into existing clinical workflows, reducing disruption.

Products by Glass Health

1 product in the directory

Glass Health
Glass Health
Clinical Decision Support & Reference
Glass Health is an AI-powered platform that combines ambient scribing with clinical decision support, offering real-time insights, three-tier differential diagnoses, and evidence-based assessment and plan generation to streamline clinician workflows.

What the Web Says

Glass Health offers AI software designed to assist clinicians with differential diagnoses, treatment plans, and visit note generation. The company emphasizes its physician-curated, evidence-based guidelines and transparent pricing. While generally well-received for its diagnostic support and ambient scribing capabilities, some reviews highlight its current limitations in comprehensive clinical decision support and EHR integration for lower-tier plans.

Overall: Positive

Strengths

  • Provides AI-powered differential diagnoses with a three-tier system (Most Likely, Expanded, Can't Miss Diagnoses).
  • Generates structured visit notes (SOAP, H&P, progress notes) and drafts assessment and plan notes from recorded conversations.
  • Clinical content is built and maintained by a team of physicians, ensuring evidence-based guidelines.
  • Offers transparent and published monthly pricing for individual clinicians.
  • Integrates with major EHR systems like Epic, eClinicalWorks, athenaOne, and Elation (on Max plan).
  • Clean and focused user interface designed for clinical workflows.

Limitations

  • Limited public evidence of results and outcome studies from customers.
  • Differential diagnosis is not full clinical decision support; it doesn't handle drug dosing, structured risk scoring, or deeper reasoning tools.
  • EHR integration is more expensive, only available on higher-priced plans.
  • Currently supports English only, unlike some competitors.
  • Less reliable on complex, multi-system cases compared to common presentations.
  • Some comparison content about Glass Health is written by Glass Health itself.

Based on reviews from: Healthcare Industry Reviews, Plaud.ai, Reddit, Clinical AI Report, How Glass Health Compares: AI Clinical Platform Reviews, Startup to replace doctors : r/artificial - Reddit, Glass Health review (UK clinician lens, 2026): ambient DDx is powerful—here's how to think about safety and governance - iatroX, Working at GLASS HEALTH PROGRAMS: Employee Reviews | Indeed.com, Glass.health - Tool for healthcare : r/FutureTechFinds - Reddit, Glass Health : Best AI For Clinical Reasoning - PPLE Labs, EvidenceMD vs Glass Health: AI Clinical Reasoning Compared, Glass for Clinicians | Clinical Superintelligence at the Point of Care

Last updated: 2026-10-19

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Press & Coverage

The SaaS News
Glass Health Raises $5 Million in Seed Round
Glass Health announced a $5 million seed funding round led by Initialized Capital, with plans to further develop its generative AI platform for physicians to assist in diagnosing patients and developing treatment plans.
2023-09
FinSMEs
Glass Health Raises $5M in Funding
Glass Health, a San Francisco-based provider of an AI-powered clinical decision support platform, raised $5M in funding. The round was led by Initialized Capital, with participation from notable angel investors.
2023-09
Plaud.ai
Glass Health review: differential diagnosis, scribing, and pricing explained
This review details Glass Health's evolution from a differential diagnosis tool to a combined platform offering diagnostic reasoning and ambient scribing, highlighting its physician-curated, evidence-based guidelines.
2026-09
Glass Health Blog
Best Medical AI Tools and Apps 2026 - Glass Health
Glass Health is presented as a comprehensive medical AI solution combining ambient scribing, real-time insights, differential diagnosis, and treatment planning into a single workflow.
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Glass Health Blog
AI Clinical Documentation Tools 2026 — Physician Guide - Glass Health
This guide explains how AI clinical documentation works, emphasizing Glass Health's approach of pairing ambient AI scribing with real-time clinical decision support to improve note quality and treatment planning.
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Glass Health Blog
AI for Doctors 2026: Scribing, CDS, DDx — Physician Guide - Glass Health
This article provides a practical walkthrough of major AI workflows for doctors, highlighting Glass Health's capabilities in ambient scribing, real-time clinical insights, differential diagnosis, and assessment and plan drafting.
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Glass Health Documentation
Glass Health Documentation | Ambient Scribing & Clinical Decision Support
Glass Health's documentation describes its platform as an AI ambient scribing and clinical decision support tool designed to enhance diagnostic accuracy, streamline clinical workflows, and provide evidence-based medical guidance.
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Y Combinator
Glass Health: AI-Powered Clinical Decision Support & Ambient Scribing | Y Combinator
Glass Health's Y Combinator profile highlights the launch of Glass AI, which uses LLMs to generate medical diagnoses or clinical plans, leading to significant user engagement and sign-ups.
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Frequently Asked Questions

Glass Health provides a comprehensive AI platform that combines ambient scribing with advanced clinical decision support. It generates differential diagnoses, evidence-based assessment and plan recommendations, and structured clinical notes (SOAP, H&P, progress notes) directly from patient encounters. The platform also offers real-time clinical insights, suggesting relevant history questions, physical exam maneuvers, and next steps during a patient visit.
Glass Health is designed to be HIPAA compliant and offers Business Associate Agreements (BAAs) for healthcare providers and organizations. They implement safeguards for Protected Health Information (PHI) including encryption in transit and at rest, access controls, and secure infrastructure. Glass Health states that patient data is never sold and is not used to train AI models without explicit consent.
Glass Health offers a tiered pricing structure, including a free 'Lite' tier with limited ambient scribing and clinical decision support. Paid plans range from 'Starter' at $20/month, 'Pro' at $90/month, to 'Max' at $200/month. The 'Max' plan includes EHR integration, which is a key feature for larger healthcare systems.
Glass Health integrates with popular EHR systems such as Epic, eClinicalWorks, athenahealth, and Elation, primarily through SMART on FHIR for authorized chart context. This allows for patient context to flow directly into Glass Health, supporting documentation and clinical reasoning within the existing workflow.
While specific details on training programs are not extensively detailed, Glass Health emphasizes an 'assisted implementation' process for EHR integration, working with practices from kickoff to go-live. They also offer a free tier, allowing clinicians to evaluate the workflow before committing to paid plans.
Glass Health grounds its AI in leading medical evidence, including peer-reviewed articles, clinical guidelines, and FDA drug information. Their clinical content is built and maintained by a team of physicians, and the platform provides citations for its diagnostic suggestions and treatment plans, allowing clinicians to inspect the reasoning path.
Glass Health currently supports ambient scribing in 49 single languages and 7 mixed-language scenarios. For patient-facing documents like handouts and discharge instructions, Glass Health has a documented language policy that prioritizes explicit clinician requests, then the patient's spoken language from the ambient transcript, and defaults to English otherwise.

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