CIT pass rates near 70%, 5+ hours of daily troubleshooting, and legacy workflows limiting ONTAP validation scalability and speed.
Upgraded 600+ critical integration tests and optimised ~6,000 test cases supporting 40,000 weekly executions — stabilisation, framework modernisation, AI-assisted optimisation and centralised failure analysis.