The approach

Cleaning kept pace with enrollment

Standardized intake

EDC, central lab, and imaging vendor data were reconciled against a common set of edit checks, catching discrepancies at intake rather than at close-out.

No query backlog at lock

A regular query cycle kept data cleaning ahead of enrollment, so the sponsor reached database lock without the open-query backlog that had slowed earlier studies.

Reconciling data across multiple vendors?

Tell us about your EDC, lab, and imaging sources — we'll scope a data management team that keeps cleaning ahead of enrollment.