Integrations
Health1st AI is not a rip-and-replace platform. Its agents read from and write back to your EDC, randomization, document, and reporting systems — with bidirectional sync and a complete audit trail — so the tools your team already trusts keep working.
Sound familiar?
You’ve spent years wiring your EDC, randomization, and Vault into workflows that finally work — and now every new tool wants you to rip it all out and start over.
And the part no one says out loud:
It doesn't have to be this way
Health1st AI meets your data where it lives. Its agents read from and write back to the systems you already trust — with true bidirectional sync and a field-level audit trail — so you add intelligence without ripping anything out.
Interoperability by design
From protocol digitization to a submission-ready eTMF, each Health1st AI agent draws on the same connected data layer. Values captured in your EDC, randomization from your IWRS/RTSM, and documents in your Vault are all available to the agents that need them — and results are written back so your systems of record stay authoritative.
Integrations are configured per study during validated setup. Every connection is authenticated, permissioned by role, and logged, so data movement between Health1st AI and an external system is fully traceable for inspection under 21 CFR Part 11 and ICH E6(R3).
For EDC and randomization systems, sync runs in both directions. Health1st AI ingests source data and randomization events, then writes reconciled values, resolved queries, and generated forms back to your system of record — with conflict handling and a versioned audit trail on every field.
How integration works
Integrations are set up per study during validated configuration, then run quietly in the background. Here is what happens from first connection to a value written back to your system of record.
Each connector is configured per study with scoped credentials and verified through IQ/OQ/PQ, so the connection is qualified before any data moves.
Agents read source values from your EDC, randomization and supply events from IWRS/RTSM, and documents from your Vault — permissioned by role and de-identified where identifiers aren't needed.
Agents reconcile, generate, and flag against that live data. A qualified reviewer approves regulated outputs with a 21 CFR Part 11 signature before anything is committed.
For EDC and randomization, reconciled values, resolved queries, and generated forms are written back to your system of record with conflict handling and a field-level audit trail — so both systems stay in agreement.
By category
Each connector shows the agents that use it and whether it runs bidirectional sync.
Bidirectional sync with the industry-standard EDC platforms so eCRFs, edit checks, source values, and queries stay reconciled between Health1st AI and your system of record.
Bidirectional sync with Medidata Rave EDC for CRF sharing and query reconciliation.
Integration with Oracle Clinical / Clinical One for data capture and management.
Connects to Veeva Vault EDC and clinical suite for CRFs and document workflow.
Agents that use it (12)
Randomization, treatment assignment, and investigational-product accountability sync so dosing and supply data flow straight into oversight and analysis.
Randomization and trial-supply sync, including IP accountability.
Agents that use it (3)
Multi-language optical character recognition turns scanned protocols, source documents, and consent into structured, searchable text for downstream agents.
Multi-language OCR (30+ languages) for scanned protocols, source documents, and consent.
Grounded generation on a fine-tuned clinical model with Gemini and Anthropic, wrapped in retrieval, prompt controls, and human-in-the-loop review.
Clinical-domain LLM integration with prompt engineering and grounded generation.
Agents that use it (18)
Conformance checks run through Pinnacle 21 so SDTM, ADaM, and Define.xml deliverables validate clean before they leave the platform.
CDISC conformance validation of SDTM/ADaM datasets and Define.xml.
Action-item extraction, auto-filing, and site communications flow through your email so nothing is lost between meetings and the eTMF.
AI-powered action-item extraction, auto-filing, and site communications.
Auto-generated minutes and action items from study meetings, filed and tracked to closure.
Auto-generated minutes and action-item extraction from meetings.
Agents that use it (1)
Consented, non-PHI two-way physician and site messaging with a complete, exportable audit trail.
Consented, non-PHI two-way physician and site messaging with a full audit trail.
Agents that use it (1)
Governed connections
Integrations inherit the platform's security posture — encryption in transit and at rest, role-based access, and PHI de-identification where the destination does not require identifiers.
Connections use scoped credentials over TLS, with data encrypted in transit and at rest (AES-256). No integration bypasses platform access controls.
Reads and writes are recorded with who, what, when, and why — a 21 CFR Part 11 audit trail that follows data across system boundaries.
Each connector is set up and verified as part of computerized-system validation (IQ/OQ/PQ), so interoperability is qualified, not ad hoc.
Tell us which EDC, randomization, and document systems you run, and we'll show the agents working end-to-end on your study.
