An honest look at what changed, what did not, and what we would do differently after six months of implementing data contracts at scale.
A production AI system was silently ingesting corrupted data for weeks. Here is exactly how a data contract caught it before it cost $2 million.
Most data quality dashboards measure the wrong things. These 5 metrics correlate directly with AI system reliability in production.
Most AI failures are not model failures. They are data failures. Here is why fixing your data foundation unlocks AI at scale.