Glass Health is an AI-powered clinical assistant designed to support healthcare professionals with diagnostic reasoning, treatment planning, and clinical documentation. By integrating artificial intelligence with evidence-based medical knowledge, Glass Health enables physicians, residents, and medical students to generate high-quality assessments, plans, and clinical notes more efficiently.
The platform is built by and for clinicians to reduce cognitive load, enhance diagnostic accuracy, and save time on administrative tasks—especially during fast-paced clinical decision-making.
Features
Glass Health provides a comprehensive set of AI-enhanced features for clinical use:
Assessment & Plan Generator: Input a clinical problem and receive an evidence-based assessment and management plan.
AI Clinical Notes: Generate SOAP notes or admission H&Ps by entering patient case details.
Medical Knowledge Graph: Access a growing knowledge base of medical conditions, diagnostics, and treatments.
Prompt Engineering for Medicine: Optimized medical prompts tailored for high clinical relevance.
Clinician-Centric Design: Built specifically for the workflows of medical practitioners.
Evidence-Based Output: AI recommendations are grounded in current clinical guidelines and literature.
Secure Web-Based Platform: No installation required; accessible through any modern browser.
Educational Support: Useful for students and residents learning differential diagnosis and management strategies.
Structured Output Templates: Consistent formatting of documentation that aligns with EMR standards.
Early Access Program: Currently available in beta for early users, with feedback-driven updates.
Glass Health combines cutting-edge AI with rigorous clinical knowledge to support safe and effective decision-making.
How It Works
Glass Health is designed for speed, simplicity, and clinical accuracy:
Start a New Case: Enter the clinical problem or chief complaint in natural language.
AI Suggests A/P: Receive a structured assessment and plan including diagnostic reasoning, workup steps, and treatment options.
Generate Clinical Notes: Use the same input to produce a SOAP note, admission note, or H&P.
Review and Edit: Make clinical adjustments to the AI-generated text before copying or exporting.
Integrate with EMR: Paste or import the finalized note into your electronic medical record.
This process saves valuable time and provides a strong starting point for documentation and care planning.
Use Cases
Glass Health supports a wide range of healthcare professionals and scenarios:
Primary Care Physicians: Create efficient plans for common and chronic conditions.
Emergency Medicine: Rapidly document H&Ps and differentials for urgent cases.
Medical Students: Learn structured diagnostic reasoning and documentation best practices.
Internal Medicine Residents: Save time while managing heavy patient loads.
Specialists: Tailor AI outputs to specific diseases or organ systems.
Telehealth Providers: Use structured note templates for remote consultations.
Educators: Use the platform as a teaching tool in medical education.
Whether for learning or active clinical use, Glass Health enhances both accuracy and workflow.
Pricing
As of the latest update on https://glass.health, Glass Health is in beta and offers early access with limited feature availability.
Current Access (Beta Phase)
Free access for early adopters
Full use of note generation and assessment/plan tools
Opportunity to provide feedback and influence development
Future Pricing (Expected):
Free Tier: Limited daily generations or basic note templates
Pro Plan (~$10–$25/month): Unlimited generations, advanced templates, and priority access
Enterprise Licensing: Potential plans for hospital or institutional integration
Users are encouraged to sign up for early access to take advantage of free features and provide clinical feedback.
Strengths
Glass Health offers significant advantages for clinicians:
Time-Saving: Speeds up note-writing and treatment planning.
Evidence-Based: Outputs reference current guidelines and clinical logic.
Clinician-Oriented: Tailored to real-world workflows and medical language.
Supports Learning: Great tool for medical students and residents.
Structured Output: Reduces formatting inconsistencies in documentation.
Safe AI Integration: Does not replace decision-making but supports and augments it.
These strengths make it a standout among AI tools in healthcare.
Drawbacks
As with any early-stage product, there are a few limitations:
Beta Limitations: Some features may be under development or occasionally unstable.
Limited Specialty Support: Most optimized for internal medicine and general practice.
Manual EMR Entry: No current integrations with major EHR systems.
AI Transparency: Users must verify clinical accuracy of outputs manually.
Dependent on Clear Input: Output quality is closely tied to clarity and specificity of prompts.
These are common trade-offs for a new and innovative tool in a regulated environment.
Comparison with Other Tools
Here’s how Glass Health compares with other AI-driven documentation solutions:
Glass Health vs. Nuance Dragon Medical One
Dragon focuses on voice dictation. Glass Health generates structured A/Ps and notes based on typed input with AI reasoning.
Glass Health vs. ChatGPT
ChatGPT can generate medical text but lacks clinical structure. Glass Health is purpose-built for evidence-based medical documentation.
Glass Health vs. UpToDate
UpToDate provides research-based reference material. Glass Health generates applied, actionable clinical content.
Glass Health vs. Scribenote
Scribenote helps transcribe patient conversations. Glass Health builds clinical documentation from clinical reasoning input.
Customer Reviews and Testimonials
Although formal reviews are limited (as the platform is still in beta), early adopters from medical communities have shared promising feedback:
“Glass Health helps me organize my thoughts and write better notes faster.”
— Internal Medicine Resident
“I use it to double-check my differential and see if I’ve missed anything.”
— Final-Year Medical Student
“This tool is a game changer for clinical training.”
— Medical Educator
The tool is valued for both its time-saving utility and its role in clinical learning.
Conclusion
Glass Health is a thoughtfully designed AI clinical assistant that supports diagnostic reasoning, treatment planning, and medical documentation. With a focus on structured, evidence-based outputs and clinician-first design, it offers a compelling solution for healthcare professionals seeking to enhance both accuracy and efficiency.
Whether you’re a medical student learning the craft or a practicing physician looking to streamline your notes, Glass Health is an intelligent, secure, and practical companion for modern clinical workflows.
