Clinical trial data extraction remains a manual bottleneck in healthcare operations. Senrok's deterministic AI routing ensures 100% auditability and zero hallucination risk.
Legacy systems dump clinical data across PDFs, EHRs, and scanned forms. Teams manually transcribe fields like adverse events or lab values. Error rates exceed 10% in high-volume trials.
Regulatory audits expose inconsistencies. Missing data points cascade into rework. Timelines slip by weeks. Human review cannot scale.
Senrok engineers deploy a multi-stage pipeline: OCR normalization, field-level regex anchors, then a small verified language model constrained to structured outputs. No black-box generation.
Every extracted field is traced to its source coordinate in the original document. Downstream validation rules reject probabilistic outputs. Audit logs capture every decision.
All PHI is processed in isolated environments with deterministic redaction rules. No training data leaves the secure enclave. We operate under a signed BAA and comply with HIPAA.
Yes. We build custom adapters that map extracted fields into your target schema. Integration is done via REST APIs or direct database writes, with full rollback capabilities.
The pipeline flags the field as 'low confidence' and queues it for human review. The rest of the document continues processing. No silent failures.
Engineering services
Clinical Trial Data Extraction is the kind of workflow we build as an AI agent system: deterministic checks, human checkpoints, and an audit trail operators can trust. We start from your real process boundaries and ship software that holds up in production.
We build production-ready, highly observable agentic systems engineered for enterprise scale. No black boxes, no magic—just systematized workflows with systemic safeguards.
We don't build fragile wrappers. Complex decisions and exceptions are automatically routed to your team for approval, ensuring zero unverified actions in production.
Every AI-generated output is validated against deterministic, programmatic rules before execution, guaranteeing structural integrity and compliance.
Our architecture records every state change, agent reasoning step, and user interaction, providing complete observability into your automated workflows.
Built for enterprise scale. We optimize for high-throughput, low-latency execution using edge infrastructure and efficient state management.
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