Data Observability

The Ultimate Data Observability Checklist

Molly Vorwerck

Molly is Head of Content & Communications @ Monte Carlo.

Getting started with data observability? Here are the 5 things every data observability platform needs to help companies achieve end-to-end data trust. 

Data observability is the newest layer in the modern data stack, helping teams monitor the health of critical data assets and pipelines while building organizational trust in data at scale. 

Use this checklist to evaluate data observability platforms across five key areas:

  • End-to-end visibility
  • ML-based detection
  • Unified, self-service tooling
  • Data discovery and data management
  • Security and compliance

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