Begin with actual work
Enterprise platforms and AI tools perform better when the underlying operation is understood. Map the value stream from raw materials to finished goods, validate the real process with the people doing it, and identify bottlenecks before defining system requirements.
Decide what performance matters
Balance capacity, productivity, customer service, and working capital according to business priorities. Different customer segments may need different service levels. Technology requirements should reflect those choices rather than preserve every existing habit.
Build leadership and improvement routines
Lean, Six Sigma, and other improvement methods rely on clear standards and leaders who respond constructively when conditions change. Prepare people for new ways of working and reinforce adoption after launch. Sound fundamentals make technology more useful; better information then helps teams strengthen those fundamentals further.