Level 2: From Pilot to Impact: How to Prove AI Value in Your CI/CD Pipeline

If your team is currently experimenting with AI but struggling to make it a permanent part of your daily workflow, you are not alone. According to the Perforce Customer Advisory Board (CAB), 47% of testing teams find themselves in this exact stage. You have seen the potential of AI, but you might be stuck in "pilot purgatory", or, you are unable to scale due to flaky tests, budget constraints, or a lack of trust in the results. 

To move forward, you must transition from isolated experiments to repeatable, measurable value. This guide outlines how to build confidence in your AI outputs, demonstrate clear quality improvements, and secure the leadership buy-in needed to expand.