Decision-support · CTRI · EDC exports

Pre-screen patients.
Flag for review.
Coordinator-first.

Decision-support pre-screening for Indian CTRI trials. Reads Medidata Rave, Veeva Vault, and REDCap exports directly. Flags patients for coordinator review — not autonomous enrollment.

4+
EDC formats (auto-detect)
100%
decision_support_only
CTRI
Indian trial registry native
Demo
100 patients × 20 trials

Three steps.
Human in the loop.

Ingest EDC exports, parse CTRI criteria, score objective eligibility — then surface confidence, data-quality warnings, and subjective criteria for investigator review.

01

Ingest & Submit

Upload patient CSV or JSON aligned to CTRI trial criteria. The dashboard calls the backbone API — no browser wallet required in standard mode.

POST /api/match → backbone → agents
02

Agent Coordination

LangGraph coordinates trial parsing, patient normalization, hard filters, and LLM scoring. Subjective criteria are flagged for physician review.

LangGraph · DeepSeek · CTRI + EDC
03

Coordinator Review

Results show confidence levels, data-quality warnings, and criteria needing clinical judgment. Final enrollment decisions stay with qualified staff.

decision_support_only: true
System architecture
CRO / Site
Next.js dashboard
Express Backbone
:4020 · agent proxy
Agent API
FastAPI :8100 · LangGraph
Match result
confidence + review flags

Ready to match?

Submit CTRI trial JSON and patient data. Get ranked shortlists with confidence scores and flagged criteria for your team to review.