Save hours of research with this free evaluation matrix.

We’ve compiled key requirements and comparison points from dozens of companies that have gone through the tool evaluation process. The list includes everything you need to assess data observability platforms—from core functionality like detection, triage, and lineage, to non-functional needs like security, support, and scalability.

Perfect for teams running a formal POC or starting an early-stage evaluation.