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    Home»AI & Automation»simplify and standardize the process first
    AI & Automation

    simplify and standardize the process first

    myappsplusBy myappsplusNovember 12, 2026002 Mins Read
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    ‹ Back to IndustriesIndustrial IoT

    Jabil’s rule for factory AI: simplify and standardize the process first

    Jabil’s John Kraus says factory automation fails unless a process is simplified, optimized and standardized first, which makes skilled engineers a key limit on AI adoption. The same consistency problem shows up in plant data. Jabil connects all of its 30-plus US sites with local schools to build that talent.

    This story was produced throughMarketScale. See how Industrial IoT teams put it to work withAI Visibility (GEO).

    Jabil's rule for factory AI: simplify and standardize the process first

    A machine can’t absorb process variation the way a veteran operator does, so designing consistency into a process is the first real step of any factory AI project.

    With roughly 40% of core advanced-manufacturing skills changing within five years, adaptability and data literacy belong in engineering job specs next to controls and mechanical knowledge.

    About 85% of growing jobs require a credential, and employer-preferred credentials are ones a manufacturer can rewrite itself, which makes certification design a real lever in school partnerships.

    Turn your Industrial IoT expertise into content.

    Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

    • As AI Enters the Factory, Engineers Need a New Skill Set ↗· Machine Design
    • AI Arrived on the Factory Floor Before the Foundation Did ↗· Automation World
    • Why AI in Manufacturing Fails Without Quality Data ↗· Quality Magazine
    • AI and the future of US jobs: Skills and pathways ↗· McKinsey & Company

    Every story in MarketScale Industrial IoT starts with a company putting its controls engineers, plant-floor specialists, and integration partners on the record. Buyers are already reading this topic. The only question is whose experts they find.

    Plant and controls buyers research deep before contact, and your engineers get to shape that research.

    Book DemoSee how it works15 minutes, straight to a calendar.

    MarketScale NewsroomEditorial Team, MarketScale

    The MarketScale Newsroom reports on the companies, technologies, and trends shaping 16 B2B industries. It turns primary sources and expert commentary into clear, useful coverage for the people doing the work.

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