Accuracy Monitoring
Continuous checks for completeness, validity, and drift across 200+ monitored sources — with alerts routed to data owners.
Solutions / Trust in Quality
Data quality you can defend
Catch drift before it spreads, trace every field to its source, and certify datasets before they drive models, reports, or decisions.
What's included
Lineage & Provenance
Column-level lineage from source to consumption, so every number in every dashboard traces back to its origin.
Readiness Scoring
A single grade per dataset combining accuracy, freshness, consent, and governance coverage — green means go.
How it works
From silent decay to early warning
- 1
Profile everything. Baselines for distributions, nulls, and freshness are learned per dataset, not hand-configured.
- 2
Watch continuously. Drift, breakage, and upstream changes surface within the hour they appear.
- 3
Route to owners. Incidents land with lineage context, so the right team fixes the source — not the symptom.
- 4
Certify consumption. Downstream models and reports consume only datasets meeting the grade.
"A broken upstream feed used to poison three dashboards before anyone noticed. Now the owner knows within the hour — with the lineage to fix it at the source."
Head of Analytics Engineering, Meridian Bank — read the case study