Manual checks
Ad-hoc scripts and repeated Excel checks on every new delivery.
Biology & Life Sciences
Lab data quality cockpit
Visualize your data health in real time: completeness, consistency, and compliance, with alerts before errors pollute analysis.
Data issues discovered too late
Anomalies are only detected at analysis phase, when they cost time and credibility.
Late alerts
Data managers discover inconsistencies after consolidation, not at the source.
No overall view
Impossible to quickly say, “are our data healthy enough for analysis?”
A quality control cockpit
The MVP defines quality rules, runs them automatically, and presents results in a clear dashboard.
Configurable quality rules
Completeness, value ranges, cross-table consistency: you define what matters.
Real-time dashboard
Overall quality score, per-study indicators, and list of anomalies to address.
Alerts and owners
Notifications to data managers with direct links to affected rows.
What you gain in 6 weeks
Data quality becomes a tracked indicator, not a last-minute surprise.
How we deliver it
From rules to cockpit
We identify your critical quality rules, then industrialize them in the MVP.
01
Quality workshop
Inventory of current rules and prioritization of the most impactful ones.
02
MVP cockpit
Rule engine, dashboard, and alert system development.
03
Pilot study test
Rule validation on real data, adjustments, and handover.
Take control of data quality
We’ll show you how to monitor your data quality in real time in 20 minutes.