Collibra

Collibra is a data governance platform whose Data Quality and Observability module monitors, detects and fixes data anomalies. The contact section of its website lists Collibra Belgium BV, Picardstraat 11 B 205, 1000 Brussels, as its Global HQ and a New York office as North America HQ.

Collibra describes itself as the enterprise AI control plane, so observability is one capability among catalog, governance, lineage and privacy.

What does the Collibra Data Quality and Observability module do?

The module offers detailed profiling, automated and custom monitors, and AI that removes manual rule authoring. An MCP server turns data contracts, policies and business rules into quality checks.

Quality scores appear in the data marketplace and roll up into dashboards, linked to policies and Critical Data Elements.

How does Collibra handle incidents?

Lineage shows the upstream root cause and the downstream products, models and owners affected. Issue workflows assign tasks, notify owners and log actions, inside Collibra or in Jira and ServiceNow.

Custom alerts can be routed to the right owner to reduce alert backlog.

Where do Collibra jobs run?

Collibra pushes data quality jobs down to the warehouse compute without data egress, or runs them in a dedicated Spark engine.

The pages we read show no prices and no hosting region, and we did not read the customer agreement.

Points against

Collibra is a governance suite, so observability is not sold alone on the pages we read. Pricing is not shown, we did not read the customer agreement, and the pages do not name the owning company or the contracting entity beyond the Belgian address. Smaller teams may find it heavier than Soda or digna.

Best suited to users of Collibra

Large organisations in finance, energy and public sector that already govern data in Collibra. Smaller teams that only need monitoring may prefer Validio.