If the Master Data Is Messy, AI Will Scale the Mess — Fast

AI in production planning is only as powerful as the data behind it—without clean master data, even the best algorithms will only accelerate existing inefficiencies.

The companies truly winning with AI are those that did the groundwork first: fixing BOMs, validating cycle times, and creating a reliable data foundation before letting AI plan.