With 318 live connectors, OneHazel already connects EDC systems, eCOA patient devices, lab information systems, imaging platforms, wearables, and electronic Trial Master Files — including Medidata, Veeva, Oracle Health Sciences, LabWare, Benchling, and Dotmatics. The vendor landscape is dominated by proprietary ecosystems that don't integrate well with each other. OneHazel eliminates manual data reconciliation, reducing trial cost and errors.
Running a modern trial means stitching together a fragmented vendor ecosystem under some of the strictest regulatory requirements in any industry.
Major platforms — Medidata Rave, Veeva Vault, Oracle Health Sciences — lock data into proprietary ecosystems. Running a best-of-breed stack means building custom integrations between every pair of systems: EDC to CTMS, CTMS to safety, safety to regulatory.
FDA 21 CFR Part 11, GxP validation, ICH-GCP guidelines, and EU Clinical Trials Regulation impose strict requirements on data integrity, audit trails, and electronic records. Generic automation tools cannot meet these standards.
Decentralized trials add wearables, remote monitoring, and telemedicine data streams that must flow into trial databases with full traceability. Each new data source is another integration to build and validate.
318 live connectors and AI-powered integration infrastructure purpose-built for the complexity of clinical trial data ecosystems — live today.
Point our AI agent swarm at any clinical trial vendor's API documentation. Seven specialized agents analyze endpoints, detect auth, generate OpenAPI specs, map to a canonical trial data model, and produce validated connectors — automatically.
One API call handles translation between your EDC, CTMS, safety database, and lab systems. Auth application, schema translation, circuit breaking, rate limiting — all managed. Your platform talks to OneHazel; we talk to every vendor in your trial stack.
Subjects, visits, adverse events, lab results, imaging data — normalized into a unified schema regardless of source system. Replace a vendor without rebuilding your data pipelines.
Trigger automated actions when a lab result arrives, an adverse event is reported, or a site enrollment milestone is reached. Chain operations across EDC, CTMS, and safety systems — no custom integration code.
318 live connectors for the systems that power clinical trials, from data capture to regulatory submission — each built in ~10 minutes.
Replace fragile point-to-point integrations with a unified, AI-powered integration layer — 318 connectors live today.
Each vendor requires custom code for auth, endpoints, error handling, and data mapping.
Different schemas per vendor means custom ETL pipelines and constant data wrangling.
Replacing a vendor means rebuilding integrations and re-validating the entire data pipeline.
New data streams from wearables, remote monitoring, and telemedicine require new integrations from scratch.
Provide a URL to the vendor's API documentation. The seven-agent pipeline handles the rest.
Your code talks to OneHazel; we talk to every vendor in your trial stack.
Replace a vendor without rebuilding your data pipelines or re-validating from scratch.
Browse pre-built connectors or generate new ones on demand. Activate with credentials.
318 live connectors for EDC, CTMS, safety, labs, and regulatory systems — now available. One unified API for your entire trial data ecosystem.