Gartner pegs GenAI project failure at 85%, mostly from inadequate testing. Confident AI, Deepchecks, and Arize evolved from experimental tools into the kind of infrastructure enterprises actually bet on. Not exciting. Necessary.
Testing Infrastructure Prevents Most Failures
January 21, 2026