With 50+ vendors to choose from, data quality and data observability software has never been more powerful, more plentiful, or more confusing—until now.
You’re Thinking About Data Products All Wrong
When data team leaders hear “data products,” they immediately think of the stuff their team creates. But focusing on the “what” completely misses the mark. Data products aren’t about what you create, but “how” you build, maintain, and continually improve your data deliverables to your customers.
The 2026 Open-Source Data Quality and Data Observability Landscape
We explore the new generation of open source data quality software that uses AI to police AI, automate test generation at scale, and provides the transparency and control—all while keeping your CFO happy.








