AI Readiness Assessment for Manufacturing Companies: A Practical Guide Before You Invest
Walk onto almost any factory floor in the UK or the US today and you will hear the same phrase in different accents: "we need to do something with AI." Boards are asking about it. Competitors are announcing pilots. Software vendors are calling with promises of predictive maintenance dashboards and computer vision inspection systems that practically run themselves. Yet a surprising number of manufacturers who jump straight into a pilot project end up with a stalled system, a frustrated operations team, and very little to show a CFO at year end. The difference between manufacturers who get real value from AI and those who don't rarely comes down to the technology itself. It comes down to whether the organisation was actually ready to use it. That is where an AI readiness assessment earns its place. It is not a bureaucratic exercise or a box ticking audit. Done properly, it is the single most useful step a manufacturer can take before spending money on artificial intellige...