What’s a realistic timeline and scope for piloting AI scheduling on one line?

A focused pilot on a single line or product family is the fastest path. With clean data exports and clear goals for the pilot, teams usually stand up a working pilot in a few weeks. Start with one constrained area (like a known bottleneck) so improvements are easy to see and measure. Once the loop feels smooth, you can extend to a second line and add deeper integration.

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