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Building an OT Organization in an IT World

Manufacturers need intentional IT/OT structures to clarify ownership, automate workflows, and close capability gaps. A future-ready organization should fit company size, talent access, and evolving digital needs.

Survey: GenAI Adoption Surges In Manufacturing

Manufacturers are rapidly adopting generative AI, with 71% already using it and nearly 90% planning to expand use in two years. Most have corporate AI policies, though maturity remains early amid data and skills challenges.

Building an OT Organization in an IT World

Manufacturers need a deliberate IT/OT structure that maps current roles, workflows, and capability gaps to scale digital transformation. The right model reduces fragmentation, frees time for higher-value work, and adapts to business needs.

From Smart Factory to Smart Enterprise

Manufacturers are digitizing production, but data gaps, workforce readiness and disconnected processes are limiting smart factory ROI. The next step is linking factory systems, product knowledge and enterprise workflows into a smart enterprise.

Practical AI Steps to Build Smarter Factories in 2026

AI is helping factories improve speed, resilience, and profitability by embedding digitization and automation into daily workflows. Successful 2026 pilots start with business outcomes, use ready data, and scale through human-in-the-loop governance.

Can AI Agents Catalyze Faster, Smarter Product Design?

AI agents help manufacturers speed product design by surfacing cross-system insights, reducing rework and automating routine tasks. They enhance human judgment with relevant options and historical context, especially when paired with strong governance and clear KPIs.

The Data-Ready Factory Starts With Trust

Manufacturers that master data governance and interoperability gain better agility, forecast accuracy, and capital allocation. Shared definitions and ownership are essential before AI can deliver reliable results.