Last week we finished wrapping up the infromation we got at Smart Manufacturing Week in Birmingham. Here, The Manufacturer's 2026 Manufacturing Momentum Report named the AI questions UK manufacturers are actually asking.
Its verdict was blunt: AI is no longer an emerging technology in manufacturing - it is an operational expectation. The challenge is no longer whether to adopt AI, but how.
Here is how we answer the report's five AI questions:
- Move beyond pilots? Embed AI in the daily loop, not a lab. KFactory Accelerate runs autonomous optimisation with a ratcheting guarantee - it proposes a change, measures the impact, and keeps it only if performance improves. Every change is reversible.
- Which use cases deliver measurable ROI? Real-time OEE, AI-powered predictive maintenance with remaining-useful-life estimates, and Vision AI for quality on moving lines. ROI shows up in availability, scrap and downtime.
- Is our data good enough? Connect unifies PLC, OPC UA and Modbus signals with ERP and MES into one source of truth, so AI decisions rest on live data, not stale spreadsheets.
- Planning and scheduling? Plan re-optimises a finite-capacity schedule in under 30 seconds and flags bottlenecks 14 days ahead.
- Skills and governance to scale safely? Accelerate ships with human-in-the-loop checkpoints, audit trails, role-based access and prompt-injection protection.
See AI working on the shop floor: KFactory.ai