AI tools are moving from research into consumer products. Below: what the published research describes about current capabilities and limitations.
Consumer health AI spans symptom checkers, image recognition, conversational agents, wearable interpretation, and document scanners. This page describes what validation studies have measured across categories.
11 min read · 2026-06-01 AI regulationMore than 950 AI-enabled medical devices have FDA clearance, mostly in radiology. This page describes the clearance pathways, what clearance guarantees, and how to read the difference between regulated AI and wellness apps.
11 min read · 2026-06-01 AI validationValidation studies have measured how accurately AI symptom checkers diagnose and triage. The best tools achieve ~70% top-3 diagnostic accuracy; all over-recommend care. This page summarises what the research describes.
11 min read · 2026-06-01 AI validationMedical imaging is the strongest category of validated medical AI. This page describes what research has measured across diabetic retinopathy, skin cancer, stroke triage, mammography, and chest X-ray.
11 min read · 2026-06-01Proco Scanner reads any supplement label and surfaces what the published research describes for each ingredient — dose, evidence, and known interactions. Coming to iOS. Join the waitlist for early access.
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