
Orinn
Medical-grade AI that reasons through complex clinical decisions — built for healthcare, by design.
Orinn - Redefining AI for Healthcare
Orinn is a purpose-built medical AI model designed to understand, reason, and assist across complex clinical workflows. From diagnostics and treatment planning to medical documentation and patient triage, Orinn delivers accurate, context-aware intelligence tailored for real-world healthcare environments. Trained on diverse, high-quality medical data and rigorously evaluated against leading foundation models, Orinn bridges the gap between general-purpose AI and the precision demands of modern medicine. Whether supporting clinicians at the point of care or powering scalable health-tech platforms, Orinn represents the next generation of trusted, responsible AI — built for healthcare, by design.
Medical Benchmark Leadership
Orinn consistently outperforms leading AI models across benchmarks — delivering superior clinical reasoning and diagnostic accuracy.
Orinn consistently outperforms leading state-of-the-art models across critical medical benchmarks, setting a new standard for clinical AI accuracy and reliability. Each benchmark was assessed using a multi-judge framework — independent AI models scored Orinn's outputs against validated medical datasets at a controlled temperature of 0.2 for maximum consistency. Scores were then cross-validated with a secondary judge model and averaged to eliminate single-model bias.
Orinn 1.7 demonstrates state-of-the-art performance across key healthcare AI benchmarks, validating its strength in real-world clinical intelligence. In medical knowledge and reasoning, it achieves leading scores on MedQA (95.8) and PubMedQA (95.3), reflecting deep clinical understanding and diagnostic accuracy. For document and long-context processing, Orinn delivers top-tier results on OmniDocBench 1.5 (88.5) and OCRBench (89.5), enabling reliable interpretation of complex medical records and reports. Additionally, Orinn maintains low hallucination rates and high consistency across HealthBench evaluations, ensuring trustworthy outputs.
WHat Orinn can Do?
See how Orinn handles real clinical scenarios — from emergency triage to complex drug interactions. Select a scenario and submit to watch Orinn reason through the problem.
Build with Orinn
People are building complex medical decision-making systems and agentic medical applications with Orinn.
Patient context, symptoms & clinical query
Orinn Reasoning Core
Multi-step Clinical Orchestrator
PubMed
Literature search
NIH / NLM
Clinical Guidelines
Protocol lookup
WHO / AHA / ACC
Drug Interactions
Contraindications
DrugBank / FDA
Genomic DB
Variant analysis
ClinVar / OMIM
Risk Calculators
Scoring models
CHADS₂ / Wells / MELD
EHR Integration
Patient records
HL7 FHIR / Epic
Lab Interpreter
Result analysis
Reference ranges
Imaging Context
Radiology reports
DICOM / PACS
Medical Ontology
Code mapping
ICD-10 / SNOMED
Evidence Search
Real-time web
Cochrane / UpToDate
Response Aggregator
Verification & Validation
3-PassPass 1: Factual Check
Pass 2: Clinical Logic
Pass 3: Coherence
Final Compilation
10+
Tool Integrations
<2s
End-to-End Latency
3-Pass
Verification
100%
Cited Sources
Parallel
Execution Model
Get Started
Join the Medical AI Revolution
Healthcare is undergoing a fundamental shift — from manual systems to AI-driven intelligence. Labops enables teams to build and deploy medical AI systems faster than ever before.

