A real business example shows what happens when AI is applied to a specific operational bottleneck. Asana used Codex to replace a legacy testing system and finished the work far faster than expected.
What changed
Asana used Codex to replace an outdated testing system. The work took about two weeks instead of the longer timeline previously expected.
Why it matters for business teams
The reported outcome was a major schedule and cost improvement. Asana completed what was expected to take about five years for roughly 12K.
What to do next
Pick one workflow with a clear gap between effort today and the goal. Scope the work in terms of a concrete system to replace or automate, then run a short pilot to validate speed and cost before expanding.