Glass Health
by Glass Health
· Based in United States →
— AI-Powered Clinical Decision Support & Ambient Scribing for Frictionless Medical Practice
Glass health offers a free lite tier, with paid plans including starter at $20/month, pro at $90/month, and max starting from $200/month.
Overview
Glass Health is a comprehensive medical AI platform designed for clinicians, uniquely merging documentation automation with advanced clinical reasoning capabilities. It operates as a ‘combined platform,’ integrating ambient scribing, real-time ambient insights, three-tier differential diagnosis, evidence-informed assessment-and-plan generation, and contextual Clinical Questions within a unified workflow. The tool aims to significantly reduce documentation burden, minimize after-hours charting, and enable physicians to maintain direct patient engagement during encounters. It dynamically generates differential diagnoses categorized into Most Likely, Expanded, and Can’t Miss tiers directly from encounter data, subsequently producing evidence-informed assessment and plan drafts. Beyond core reasoning, Glass Health also supports the generation of H&P notes, progress notes, discharge summaries, discharge instructions, and patient handouts.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- Ambient Scribing
- Real-time Ambient Insights
- Three-tier Differential Diagnosis (Most Likely, Expanded, Canu2019t Miss)
- Assessment-and-Plan Generation (evidence-informed, problem-based)
- Clinical Questions (evidence-based, contextual, with citations)
- EHR Integration (Epic, eClinicalWorks, Athena, patient data incorporation)
- Chart Summarization
- Documentation Generation (H&P, Progress Note, Discharge Summary, Patient Handout)
- Deep Reasoning
- Longitudinal Patient Context (patient memory across visits)
Use Cases
- Automating clinical documentation during patient encounters
- Assisting with diagnostic reasoning and evidence synthesis
- Drafting comprehensive assessment and plan notes
- Reducing physician charting time and administrative burden
- Improving diagnostic accuracy and reducing bias
- Providing real-time clinical insights during patient visits
What Physicians Need to Know
Clinical Validation Studies
Glass Health is evaluated by clinicians and benchmarked on clinical use cases using a 900-question clinical accuracy benchmark suite that covers medical knowledge and reasoning, diagnostic reasoning, clinical note generation, and hallucination detection. The current recommended model, Glass 5.5, outperforms leading frontier foundation models within this benchmark suite. Glass Health also states that it is developed with clinical judgment, real medical questions, and the standards healthcare requires.
Alert Fatigue Management
While the concept of alert fatigue is recognized as a barrier to clinical decision support system use, Glass Health's approach to CDS is integrated directly into the clinical workflow, aiming to reduce context switching and provide insights ambiently during the encounter. This differs from traditional rule-based CDS that might generate numerous alerts. Glass Health's design focuses on providing relevant insights within the existing workflow rather than creating separate alerts.
Override Rate Data
The provided information does not contain specific override rate data for Glass Health. However, it acknowledges that studies consistently show physicians override a large share of CDS alerts, often well over half, depending on alert type and clinical setting.
Drug Interaction Checking
Glass Health supports clinical Q&A grounded in drug-reference material and utilizes the FDA-registered drug database to generate evidence-based clinical decision support. It can draft problem-based treatment plans grounded in current evidence, which would inherently involve considering drug interactions.
Differential Diagnosis Support
Glass Health provides robust differential diagnosis support. It generates three-tier differential diagnoses (Most Likely, Expanded, Can't Miss) from ambient encounter data, text-based clinical context, or uploaded records. It also suggests diagnostic next steps for each category and can update differentials as new clinical data emerges. The platform aims to reduce diagnostic uncertainty and helps reason through complex clinical presentations.
Guideline Update Frequency
Glass Health's content is grounded in current clinical guidelines and peer-reviewed medical literature. The platform emphasizes that its answers reflect current evidence and that its clinical content, including guidelines, is physician-maintained.
Clinical Workflow Integration
Glass Health is designed for deep integration into the clinical workflow. It combines patient-context ingestion, ambient scribing, structured clinical reasoning, and documentation within a single encounter workflow. Clinicians can work from uploaded records, supported EHR-connected workflows, or text-based clinical context. It provides real-time clinical insights during the encounter, such as chief complaint identification, differential diagnosis support, and suggested questions, and generates complete documentation afterward. The platform aims to embed decision support directly into pre-charting, the live encounter, and follow-up documentation, reducing the need for separate search-and-translate steps.
Decision Audit Trail
Glass Health provides in-text citations and a complete reference list for its answers, allowing clinicians to inspect the sources. This feature supports transparency and allows for auditing the basis of the clinical output.
Physician Tip
Glass Health excels at integrating clinical decision support directly into your workflow, from pre-charting through documentation. Leverage its ambient scribing and real-time insights to generate differential diagnoses, assessment and plan drafts, and answers to clinical questions without leaving the patient encounter. Always review and verify the AI-generated output, as it is a clinical assistant designed to augment, not replace, your professional judgment. Utilize the provided citations to quickly inspect the evidence base for recommendations. Glass Health is optimized for workflow-native reasoning and documentation, so for long-form textbook or journal reading, you may still need to use traditional reference platforms alongside it.
Glass Health supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on its Max plan, with additional integrations in development. It uses SMART on FHIR to authorize access to patient context within supported EHR workflows, allowing for ambient scribing and clinical decision support. The EHR remains the system of record, and Glass Health uses the authorized patient context to support documentation, differential diagnosis, assessment-and-plan drafting, chart summarization, and cited Q&A.
Details
| Category | Clinical Decision Support & Reference, Documentation & Scribing |
| Pricing | Glass health offers a free lite tier, with paid plans including starter at $20/month, pro at $90/month, and max starting from $200/month. |
| Deployment | Cloud-based |
| Compliance | |
| BAA Available | Yes AI-estimated |
| HIPAA Compliant | Yes AI-estimated |
| FDA Status | Unknown |
| Integrations | |
| EHR | Not specified |
| Specialties | Family Medicine, Hospital Medicine, Internal Medicine |
What the Web Says
Glass Health is an AI-powered clinical intelligence platform designed for healthcare professionals and developers, offering assistance with differential diagnoses, treatment planning, medical documentation, and evidence-based workflows. It differentiates itself from general AI assistants by focusing on healthcare-specific infrastructure, combining large language models with medical literature and clinical guidelines. The platform aims to improve diagnostic accuracy, streamline documentation, and support clinical reasoning, with features like ambient scribing and EHR integration.
Overall: PositiveStrengths
- Healthcare-specific AI optimized for medical reasoning and clinical information retrieval.
- Provides evidence-based responses with citations to medical literature and clinical guidelines.
- Offers a distinctive three-tier differential diagnosis feature, including a "Can't Miss Diagnoses" category.
- Automates clinical documentation, including ambient scribing and drafting assessment and plan sections.
- Integrates with EHR systems like Epic, athenahealth, eClinicalWorks, and Elation (on higher-tier plans).
- Has a free tier and transparent, publicly posted pricing.
Limitations
- AI-generated clinical information requires review by qualified healthcare professionals.
- EHR integration is only available on the most expensive plan.
- The two cheapest plans are ad-supported, and terms of service allow Glass to train AI models on patient information (with disclosures).
- Does not provide full clinical decision support, such as drug dosing calculations or structured risk scoring.
- Currently supports only the English language.
- Some users on Reddit express concerns about AI hallucinations and the need for careful verification of outputs.
Based on reviews from: vorexen.com, quizmitra.com, pplelabs.com, medaidirectory.com, plaud.ai, clinicalaireport.com, iatrox.com, glass.health, apple.com, verahealth.ai, evenrealities.com, deepcura.com, reddit.com
Last updated: 2026-10-29
Ratings & Reviews
No reviews yet. Be the first to review this tool!
Rate Glass Health
Press & Coverage
The GenAI Magazine
Glass Health: An AI Companion That Knows Your Health Story
Glass Health launched its mobile app, 'Glass for Patients,' on October 20 in the US and October 21 in India, aiming to provide an AI companion that organizes medical records, lab results, and health goals for patients. The app is designed to help individuals understand their health history and better prepare for appointments.
2026-10
Vorexen
Glass Health Review 2026: Powerful Clinical AI Platform for Healthcare
This review highlights Glass Health's focus on healthcare-specific AI, combining clinical reasoning, medical evidence retrieval, documentation workflows, and structured responses to support healthcare teams. The platform emphasizes HIPAA compliance and offers a Developer API for integrating clinical AI into other products.
2026-10
Y Combinator
Glass Health — Frictionless software for learning and practicing medicine 🩺
Glass Health, launched in January 2023, is an AI-powered platform for medical knowledge management and clinical decision-making, offering features like Schemas, Scripts, Cases, Pearls, and Glass AI to help clinicians with differential diagnoses and clinical plans. The platform aims to address the challenge of managing complex clinical information.
2023-01
The GenAI Magazine
Glass Health: An AI Companion That Knows Your Health Story
Glass for Patients is a personal AI health companion that connects records, lab results, and wearable data to provide plain-language explanations, health timelines, and visit preparation tools. The mobile app is separate from the clinician product and is not a substitute for professional medical advice.
2026-10
Plaud.ai
Glass Health Review: Ambient Scribing, Differential Diagnosis, and Pricing
Glass Health has evolved from a differential diagnosis tool to a comprehensive platform offering ambient scribing and clinical decision support, with a focus on 'Frontier Clinical Intelligence.' It provides a three-tier differential diagnosis from patient summaries and supports EHR workflows with Epic, eClinicalWorks, athenahealth, and Elation on its Max plan.
2026-09
Locumpedia
Innovative Health Tech Startup Glass Health Launches AI Diagnostic Tool
Glass Health, founded by Dereck Paul and Graham Ramsey, launched an AI tool that suggests medical diagnoses and treatment options based on clinician-entered patient summaries. The company has gained significant traction with over 59,000 users and secured $6.5 million in funding to enhance physician involvement in clinical guidelines and AI refinement.
2023-09
Initialized Capital
Glass Health: Empowering Doctors with AI-Powered Clinical Decision-Making
Glass Health is an AI-powered platform that supports clinical decision-making for doctors, with a focus on improving patient outcomes. The company recently announced an EHR-integrated version of its platform, set to deploy at a major East Coast health system.
2024-06
Free Press Journal
Perplexity AI And Glass Health Save 9-Year Old Boy's Life, Diagnose Rare Condition After Multiple Doctors Fail To Find The Root Cause.
Glass Health, along with Perplexity AI, was reportedly used by a medical team to diagnose a rare condition in a 9-year-old boy after traditional methods failed. The AI platforms analyzed medical history, test reports, and symptom patterns to identify basilar artery migraine.
2025-08
Videos
Product demos, reviews, and walkthroughs for Glass Health.
No videos found. Search YouTube directly
Frequently Asked Questions
Glass Health is evaluated by clinicians and benchmarked using a 900-question clinical accuracy suite covering medical knowledge, reasoning, diagnostic reasoning, clinical note generation, and hallucination detection. It is grounded in current clinical guidelines, peer-reviewed citations, and over 40 million PubMed citations. However, Glass Health is an information retrieval and documentation support tool and should not replace professional medical judgment. It does not handle drug dosing calculations, structured risk scoring, or deeper clinical reasoning tools found in dedicated CDS platforms. Additionally, it currently only supports English.
Glass Health reports HIPAA compliance with Business Associate Agreement (BAA)-backed deployment for healthcare use. Organizations using the Developer API in regulated workflows can obtain a BAA. However, individual terms of service may authorize the use of PHI for model training, and the BAA is opt-in, not automatic. It is recommended to confirm current BAA terms and audio retention timelines directly with Glass Health.
Glass Health offers a free 'Lite' tier with limited ambient scribing and clinical decision support, which is ad-supported. Paid plans include 'Starter' at $20/month, 'Pro' at $90/month, and 'Max' at $200/month, with annual billing offering a slight discount. The 'Max' tier includes maximum usage, premium AI models, and EHR integration with systems like Epic, eClinicalWorks, athenahealth, and Elation.
Glass Health integrates with EHR systems such as Epic, eClinicalWorks, athenahealth, and Elation, primarily through SMART on FHIR. This integration is available only on the 'Max' tier, which costs $200/month or $180/month when billed annually. This price point is noted as being higher than some pure ambient scribes.
Alternatives to Glass Health include OpenEvidence, which focuses on question-driven evidence retrieval, and Vera Health, which is free for clinicians, offers integrated calculators, and is multilingual. Other options include UpToDate, ClinicalKey, DynaMed, AMBOSS, and Dr. Oracle for clinical reference and AI-powered answers. Competitors like Suki AI and Heidi AI also offer ambient scribing with multilingual support.
Yes, Glass Health combines ambient AI scribing with clinical decision support, including a three-tier differential diagnosis engine (Most Likely, Expanded, and Can't Miss Diagnoses), assessment and plan drafting, and clinical Q&A with citations. It can also suggest history questions and physical exam maneuvers during an encounter. However, it is not intended to prescribe medication, order tests, or provide treatment.
Compare Glass Health
VS
iatroX vs Glass Health
Both iatroX and Glass Health offer AI-powered clinical decision support, but their primary focus areas differ. iatroX emphasizes clinical reference, medical education, and exam preparation, providing instant answers…
VS
OpenEvidence vs Glass Health
OpenEvidence and Glass Health are direct competitors in the healthcare AI space, both offering clinical decision support and documentation features. OpenEvidence excels in providing immediate, referenced answers from…
VS
Heidi Health vs Glass Health
Heidi Health and Glass Health are direct competitors, both offering AI-powered ambient scribing and clinical decision support with EHR integrations. Heidi Health emphasizes documentation, multilingual support, and patient…
VS
eCARTv5 Clinical Deterioration Suite (eCART) vs Glass Health
Both AgileMD's eCARTv5 and Glass Health offer AI-powered clinical decision support and integrate with EHRs. However, eCARTv5 focuses specifically on predicting clinical deterioration in hospitalized patients, providing early…
Suggest an Edit → | Report an issue
| Last Verified: 2026-04-18 | First Added: 2026-04-18