Glass Health

Glass Health is a clinical decision-support tool focused on the diagnostic stage. The physician enters the case details, complaints, and findings, and the system returns a ranked list of possible differential diagnoses along with a draft initial treatment plan. The developers explicitly emphasize that this is a decision-support tool, not a free-form chatbot, and that distinction shapes how results are presented.

The main audience is family physicians and doctors early in their careers, treating diagnostically complex cases where an organized list of possibilities can save thinking time and help avoid missing a rare diagnosis. The business model is freemium, meaning there’s a basic free version alongside paid subscription tiers with expanded capabilities. This lets a physician try the tool before deciding to upgrade to a full subscription.

It’s worth remembering that the list the system presents is based on the description entered, so missing or imprecise case details can skew the ranking and leave out an important diagnosis. The tool is meant to serve as a starting point for clinical thinking, not a substitute for a physical exam, a full history, or the physician’s own medical experience. Ultimately, the treating physician is the one who chooses the final diagnosis and course of treatment, and the tool only broadens their field of view.