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Showing posts from July, 2026

AI Readiness Assessment for Manufacturing Companies: A Practical Guide Before You Invest

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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...

Legacy System Modernization Using AI: Benefits, Challenges & Best Practices

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Legacy System Modernization Using AI Most enterprises did not plan to still be running software written twenty years ago. It happened gradually. A core banking platform built in the 1990s kept working, so nobody replaced it. A logistics system coded in COBOL kept processing shipments, so it stayed in production. Then one day, the business needed to move faster than the system allowed, and legacy system modernization stopped being an IT conversation and became a boardroom priority. Today, that shift is accelerating because of artificial intelligence. AI is not just a tool for building new products anymore. It is now a practical way to understand, refactor, and rebuild the old systems that quietly run large parts of banking, insurance, healthcare, retail, and manufacturing. For CIOs and CTOs in the United States and the United Kingdom, AI legacy modernization has become one of the few realistic paths to move off brittle infrastructure without pausing the business for years. This artic...