
A probabilistic map of real-world medicine. A specialist performance ranking system. And a decision-outcome engine — built on the world's largest structured advisory dataset.
180+
Countries Covered
42K+
Verified Physicians
50K+
Clinical Opinions
98%
Enterprise Satisfaction
A probabilistic map of real-world medicine, A doctor performance ranking system and A decision-outcome engine.
The Compounding Intelligence Flywheel
Case Submitted
Structured intake
AI Analyzes
Differential + confidence
Specialist Reviews
Structured opinion
Outcome Tracked
Closes the loop
Dataset Grows
Intelligence compounds
More cases → better data → smarter AI → better outcomes → more trust → more cases
Three Intelligence Products. One Dataset.
Real-time diagnostic probability distributions across conditions, geographies, and demographics. Updated continuously from live case data.
The first outcome-linked physician ranking system. Diagnostic accuracy, guideline adherence, and patient outcomes — not just star ratings.
Which diagnostic decisions lead to which outcomes? The full decision tree — from first symptom to final outcome — across thousands of real cases.
Projected Enterprise Customers
Reduce unnecessary procedures
Independent second opinions before high-cost procedures. Outcome-linked data to identify overtreatment patterns.
30%
of procedures are clinically unnecessary
Clinical decision support layer
AI-structured case analysis + global specialist opinions on complex cases. Reduce diagnostic error. Build your proprietary outcome dataset.
87%
of second opinions change the diagnosis
Real-world evidence at scale
Outcome-linked, specialty-tagged, AI-normalized clinical data. Diagnostic patterns, treatment pathways, and trial recruitment targeting.
62%
of FDA approvals now require RWE
For insurers · hospitals · pharma · life sciences