The QA Tool Sprawl Problem was Already Expensive. AI Made it Urgent.
AI accelerated software creation. It did not accelerate software trust. QA fragmentation shows up as delayed releases, engineers doing reconciliation work, and a release-readiness signal nobody fully trusts at the moment it matters most.