NewRoshan AI joins Claude Startups

Clinical AI you can verify.

Roshan AI builds clinical-grade models that surface the concepts and evidence behind every prediction.

99.2
Micro-AUROC
96.7
Macro-AUROC
7,940
ICD-10 codes
ShifaMindIllustrative
orthopnea0.93pleural effusion0.92leg edema0.91BNP elevation0.90dyspnea0.87I50.230.94J91.80.81I50.220.31NOTESKEYWORDSICD CODES
Evidence field

See the evidence behind the output.

Start with the note.

Clinical note excerptExample

“progressive dyspnea on exertion and orthopnea,” with “bilateral lower-extremity edema” and “BNP 1850” captured as clinically relevant signals.

Clinical reasoning console
Source note
01 / 03
HPI excerpt

Progressive dyspnea and orthopnea, with bilateral lower-extremity edema and elevated BNP.

3 supporting signals detected
Reasoning trace
02 → 03
orthopnea0.93
BNP elevation0.90
lower-extremity edema0.91
I50.23
Ranked output
Evidence retained · confidence 94%

Illustrative example. No patient data.

Benchmark

Accuracy you can audit.

Every ICD-10 code, every prediction traced to clinical concepts.

Accuracy · 7,940 codes
99.2
Micro-AUROC
96.7
Macro-AUROC
Explore ShifaMind
Leaderboard
ShifaMind
26.8
PLM-ICD
21.1
MultiResCNN
21.1
LAAT
20.3
CAML
16.0
+5.7 Macro-F1 over the next best model
Shared clinical infrastructure

The product line compounds on one clinical core.

  1. Clinical ingestion

    Notes and signals in.

  2. Concept grounding

    Mapped to named clinical concepts.

  3. Evidence-backed output

    Predictions out, evidence attached.

Products powered by the core
What compounds nextIn dev
Multi-agent reasoningHCC codingRisk Adjustment Chart Chase
Explore the platform
Clinicians · developers · partners

Build with Roshan AI.

Pilot ShifaMind, integrate the API, or talk to us about your clinical workflow.

Roshan·AI

AI infrastructure for clinical reasoning.

Account
Roshan AI LLC · Arizona, USA
© 2026 Roshan AI. All rights reserved.

© 2026 NVIDIA, the NVIDIA logo, and NVIDIA Inception are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries.

Claude and Anthropic are trademarks of Anthropic, PBC. Membership in Claude Startups does not imply endorsement by Anthropic.