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Orchestrating Material Handling with AI & Automation

AI, automation, virtualization and secure IT/OT orchestration can turn material handling constraints into scalable competitive advantage. A unified digital foundation helps manufacturers reduce risk, unlock data and optimize operations across the enterprise.

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.

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.

5 Key Questions on the Path to Industrial DataOps

Industrial DataOps helps manufacturers turn siloed data into real-time insights, improving agility, continuous improvement, and smart manufacturing. A data product strategy and unified standards can scale value across factories, supply chains, and future AI needs.

Dialogue: Agentic AI Moves from Insights to Action

Agentic AI is moving manufacturing from insight generation to task execution, helping cut engineering cycle times, boost productivity, and address labor shortages. Success depends on strong governance, trust and training as humans and AI work side by side.

Maximizing Continuous Improvement with GenAI

GenAI can help manufacturers overcome CI sustainability and connectivity challenges by automating workflows, capturing knowledge, and measuring savings. It also improves human decision-making, though data security, legacy integration, and ROI remain key hurdles.