NeoAavya Clinical Engine In development

Clinical data setup, ready for review.

We are developing a lightweight workflow to turn multi-tab Excel trial specifications into CDISC ODM v1.3.2 XML and Dataset-JSON, with AI-assisted terminology mapping and human review built into the pilot.

Structural metadata only: do not upload patient records, PHI, or direct identifiers. Review our compliance position.

The conversion path
IngestForms, ItemGroups, Items and Codelists from Excel.
Validate and mapPre-flight checks plus confidence-scored CT suggestions.
ExportPlanned ODM v1.3.2 XML and Dataset-JSON outputs for pilot validation.
Built for configuration teams

Make study setup reviewable, traceable, and quicker to coordinate.

Clinical data managers keep control of the decisions while the engine handles repetitive structure checks and highlights mapping confidence before an EDC or regulatory workflow begins.

01 / INGEST

Multi-tab Excel ingestion

Read trial specifications across Forms, ItemGroups, Items, and Codelists with an immediate pre-flight report.

02 / MAP

AI-assisted smart mapping

Compare raw headers with CDISC Controlled Terminology, including MedDRA and WHODrug mapping candidates.

03 / EXPORT

Two planned outputs

Validate structured ODM v1.3.2 XML and modern Dataset-JSON during the controlled pilot.

04 / CONNECT

API-first direction

Design a headless REST endpoint for future coordination with platforms such as REDCap, Castor, and Medidata Rave.

Designed for responsible rollout

Confidence before the handoff.

The pilot experience is designed around human review, visible validation results, and an audit-friendly path from spreadsheet input to structured output.

  • OID and Codelist reference checks
  • Side-by-side mapping confidence
  • Machine-readable validation results
  • Human-guided pilot workflow

Join the Clinical Engine pre-launch pilot.

We are opening pilot conversations with mid-sized CROs and clinical data teams. Bring a de-identified or synthetic study specification and help us validate the conversion path, review points, and integration fit.