improvement and AI
Most manufacturers start their AI journey asking 'how do we use AI?' It's a reasonable question, but it's not the one that leads to competitive advantage. There's a better one, and it's simpler than you'd expect.
improvement and AI
The operations that won with electricity didn't just electrify. They asked what electricity made possible that hadn't been possible before, and then built their businesses around the answer. AI is the same opportunity, and the same choice.
improvement and AI
The question operations leaders rarely ask before investing in AI is whether their operation is actually ready for it. Most aren't. Here are the four conditions that determine readiness, and what to do if you don't have them.
AI in practice
The gap between what AI can do in manufacturing and what it typically does is wide. AI creates genuine leverage in specific areas, and marginal value in others. Here's where the evidence actually points.
manufacturing operations
Your ERP is live. The data is flowing. And your operations are producing the same problems they produced before. Here's why data visibility and operational improvement are two different things, and what the gap costs.
methodology
There's a pattern that repeats in manufacturing businesses that invest in process improvement. The early gains are real. Then things drift back. Here's what structured improvement actually requires to hold.
