Clinical Development Hub
Local Demo
Home/insights/data quality

Data Quality Insights

Data quality dashboard for reconciliation, query aging, and DBL readiness. This workspace exists to enforce consistent clinical execution with accountable ownership, governed evidence, and inspection-ready traceability across the study lifecycle. It supports business and regulatory requirements by connecting operations, quality, submissions, and financial controls in a single system where handoffs are explicit and auditable. Users can proceed by filtering scope, reviewing linked artifacts and actions, and routing escalations with defined approval gates and signature meaning.

Data Quality Insights

Cross-system quality indicators and lock-readiness pressure points.

Recon Open
18,742
Query Aging >21d
1,844
DBL Blocking
186

Signal Highlights

EDC vs IRTMismatch trend up in 2 studies
Lab IntegrationTransfer latency spikes overnight
Coding QueueManual coding load above plan
Access & Governance Controls
RBAC+ABACStudy Firewall Active

Operational Controls

Study firewalling chips highlight boundary, country constraints, and vendor partition rules.

Actions requiring GxP control include a human review checkpoint and e-signature meaning capture.

Every state change writes immutable audit evidence with actor, timestamp, and object reference.

Next Actions

Filter to portfolio/program/study context.

Open linked tasks, risks, and document evidence.

Escalate blocked items through governed workflow.