HealthDojo turns real clinical guidelines into synthetic homes with exact, verified labels, so AI companies can pressure-test their models before a single patient trial. Guidelines in, benchmarks out.
joint-replacement patients fall within a year of surgery.
of falls are caused by the environment: rugs, missing grab bars, low toilets.
fewer falls with home modification, 38% in high-risk patients (Cochrane 2023).
Start from the post-op fall-prevention guideline (CDC STEADI, HOME FAST, SAFER-HOME).
Draft hazard checklist, pending clinician review. Every row cites a guideline line.
Label before pixels: seed one hazard, render, verify it's really there. Boxes come free.
Any home-health model runs the same eval out of the box: hits, misses, false alarms.
Every model sees the same scenes and the same 35-hazard checklist. Click a column to sort.
Each tile is a verified scene. The bar shows how many models found its hazard. Click to compare the clean room with the hazard edit and overlay any model's boxes.
From single photos to walkable worlds: the same seeded hazards, explored the way a patient moves through a house.