AI infrastructure for clinical reasoning.
Roshan AI builds clinical-grade models that explain themselves. The same concepts a doctor reaches for, surfaced as verifiable evidence on every prediction. ShifaMind is the first product on the platform.
Built on the platform. Shipped to clinicians.
In development
Same infrastructure stack, same evidence-first design. Specialised products built on the shared Roshan AI platform are in active R&D.
Accuracy comparison
Ranked #1 on automated medical coding.
Highest Macro-F1 across frontier general-purpose LLMs and the latest published clinical-coding work.
Beating Anthropic (0.343), OpenAI (0.417), and Google (0.435) on the same MIMIC-IV top-50 ICD-10 evaluation.
Frontier models stretch into healthcare; ShifaMind is built for it. Same evaluation, ~0.28 absolute Macro-F1 lead.
The only architecture in the comparison that produces verifiable clinical-concept evidence alongside every prediction.
Clinical AI that earns the trust to be deployed.
Clinical-grade reasoning
Models trained on real clinical data and structured against the concepts a doctor uses. Not a general-purpose LLM stretched into healthcare.
Built for integration
API-first from day one. Drop predictions, evidence, and concepts into existing workflows (EHR, coding tools, dashboards) without custom integration work.
Evidence on every prediction
Each output carries the activated clinical concepts and the verbatim phrases in the note that produced it. Every prediction is defensible.
Compliance posture
HIPAA-ready deployments, encryption everywhere, audit trails on every inference, and a strict no-training-on-customer-data default.
One platform. A growing line of products.
Every Roshan AI product runs on the same ingestion layer, the same clinical encoders, and the same concept reasoning layer. New products and capabilities slot into the stack without bespoke plumbing. Here is what is live today and what is coming next.
- Multi-agent reasoningIn dev
- HCC codingIn dev
- Risk Adjustment Chart ChaseIn dev
- New clinical-reasoning productsPlannedSame ingestion, encoders, and reasoning layer
Build with Roshan AI.
Pilot ShifaMind, integrate the API, or talk to us about the next product on the platform. We work directly with the people who ship the workflow.