Pharma & BiotechIndustry Solutions
Drug discovery, toxicology analysis, and FDA-ready compliance with BioPortal and CTD integrations.
Use Cases
Drug Discovery Pipeline
Predict molecular effects using Bayesian evidence merging. Integrated with CTD (Comparative Toxicogenomics Database) for toxicity grounding. Every prediction includes confidence intervals.
Drug-Drug Interactions
BioPortal integration provides access to 1000+ biomedical ontologies, including SNOMED-CT. Cryptographic certificates for regulatory submission.
Clinical Trial Optimization
Constraint solver optimizes patient matching against complex inclusion/exclusion criteria. Temporal reasoning tracks patient timelines and eligibility windows.
Why ReasoningLayer?
Every use case benefits from auditable, explainable reasoning.
Cryptographic Proofs
Merkle-signed validity certificates. Not just logs, a cryptographic attestation regulators can verify.
Constraint Solver
Scheduling, optimization, resource allocation. Declare constraints, get solutions.
Domain Integrations
BioPortal, MITRE ATT&CK, NVD, regulatory frameworks. Pre-built, not DIY.
Effect Prediction
Bayesian evidence merging. Predict outcomes with confidence intervals.
Have a specific use case?
Let's discuss how ReasoningLayer can solve your unique challenges. Our team has deep experience across regulated industries.