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Industries / Manufacturing

AI in Manufacturing

Camera inspection and maintenance alerts pay their way on the factory floor. Showing how much of a factory’s gains came from AI itself, rather than the wider overhaul around it, is harder.

Profile reviewed 21 Oct 20265 news stories1 timeline entry

factories in the WEF Global Lighthouse Network (Jun 2026)
238
advanced smart factories China says it has built (Oct 2026)
13,000+
when the EU Machinery Regulation applies
20 Jan 2027

Updated daily · newest first

Latest in manufacturing AI

Policy China says it is drafting policies for next-generation smart factories China's industry ministry says new policies will push AI across the whole manufacturing chain, including support for industry-specific models and industrial AI agents. Policy

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Reviewed monthly · Sources (7)

Where AI works today

Visual quality inspection and predictive maintenance are the established uses: cameras catch defects on the line, and sensor data warns before a machine fails. Planning and scheduling tools, digital twins that simulate a factory before it is built, and robots that work alongside people come next. The World Economic Forum’s Global Lighthouse Network, which recognises factories for their use of AI and other advanced technology, reached 238 sites in June 2026.

Still unproven

Most headline results come from whole-factory overhauls, so it is hard to say how much is down to AI alone, and the Lighthouse figures are the sites’ own as published by the World Economic Forum. Safety certification for AI-driven robots is still being built: NVIDIA’s Halos programme for factory and warehouse robots was in early access when it launched in June 2026, and TÜV SÜD and Accenture presented their faster certification process in October 2026 as a concept, not a product.

Regulation

EU: the new Machinery Regulation applies from 20 January 2027. Under the AI Omnibus, AI built into machinery is expected to be handled through the Machinery Regulation rather than directly under the AI Act, with detailed AI safety requirements to follow in delegated acts. China: an “AI + manufacturing” action plan from eight government departments (January 2026) targets 100 high-quality industrial datasets and 500 typical AI use cases by 2027, and in October 2026 the industry ministry said it is drafting next-generation smart-manufacturing policies that include support for industrial AI agents.

Proven deployments

Named organisations, measured results, linked sources only

  1. −35%Rockwell Automation, Singaporedefects, with units per person-hour up 43%, at a Lighthouse site recognised in June 2026.World Economic Forum, Jun 2026
  2. 97%Schneider Electric, El Pasoon-time delivery, up from 61%, with lead times cut by up to 35%.World Economic Forum, Jun 2026
  3. −52%EVE Energy, Jingmendefect rate at its battery plant, with unit conversion costs down 41%.World Economic Forum, Jan 2026
  4. 2×Ford Otosan, Yeniköyproduction volume, with labour productivity up 44%, at its plant in Türkiye.World Economic Forum, Jan 2026

Who’s putting AI to work

  • Rockwell AutomationMaker · Lighthouse site, Singapore
  • Schneider ElectricMaker · Lighthouse sites, El Paso and Beijing
  • Ford OtosanMaker · Lighthouse site, Türkiye
  • EVE EnergyMaker · battery Lighthouse site
  • UnileverMaker · Lighthouse sites in India and China
  • NVIDIAVendor · simulation and robot safety
  • TÜV SÜDCertifier · physical AI safety
  • Agility RoboticsRobot maker · Digit humanoid

What to watch

  1. The delegated acts that will set AI safety rules for machinery in the EU, ahead of 20 January 2027.
  2. China’s next-generation smart-manufacturing policies, and progress on its 2027 targets for industrial datasets and AI use cases.
  3. Whether AI safety certification for factory robots moves beyond early access and concepts.
  4. Whether Lighthouse reports start separating out what AI itself contributed.
Sources
  1. New Global Lighthouse sites, June 2026 (World Economic Forum)
  2. Global Lighthouse Network recognises 23 new sites, January 2026 (World Economic Forum)
  3. China mulls policies to accelerate smart manufacturing (gov.cn / Xinhua)
  4. China's AI + manufacturing action plan (China Daily)
  5. The EU omnibus carve-out for machinery (Intertek)
  6. NVIDIA pitches a safety stack for factory and warehouse robots (Pure AI)
  7. TÜV SÜD and Accenture physical AI certification (Business Wire via Stockhouse)

Keep exploring

RoboticsAI Robotics hubFactory and warehouse robots are covered there. ExplainerHow do robots learn?Teleoperation, simulation and the models behind factory robots. CountryAI in ChinaHome to most new Lighthouse factories and new smart-manufacturing policy. CountryAI in the European UnionWhere the Machinery Regulation applies from January 2027.

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