How are you using AI to find defects

Every enterprise knows quality is a problem. Defects leak to production. Releases are delayed. Testing is always the bottleneck. But the solutions they've tried — more people, more tools, more process — just add more cost without solving the root cause. The root cause is that requirements are vague, traceability is manual, test cases are stale, and nobody has visibility into the real state of quality across all their platforms.