AI in manufacturing

NVIDIA's FOX blueprint sends AI agents from a defect alert to a root-cause report

NVIDIA's FOX blueprint wires AI agents into existing factory systems, and plants decide which calls need a human.

Agentic automation hits enterprise scale: Automation Anywhere, Yaskawa, and KUKA signal a new operating model for industrial AI

From billion-request IT service desks to robots that write their own work orders, agentic AI is moving from pilot to production across manufacturing and operati

73% of mid-market manufacturers are still testing AI, with zero at full deployment

New Kaufman Rossin survey data reveals most mid-market manufacturers are stuck in AI experimentation, held back by siloed data and legacy ERP systems.

AI and automation's adoption gap: what manufacturers must act on now

80% of U.S. factories have zero automation. New tools and C-suite strategy shifts are changing the calculus for operations teams.

Most mid-market manufacturers are stuck in AI pilot mode, and their data infrastructure is why

No manufacturer has reached full AI operation, per Kaufman Rossin's survey. Legacy ERP and siloed data are the core blockers to scale.

Industrial automation's AI gap: why 80% of U.S. factories still run with zero automation

80% of U.S. factories have zero automation, even as Honeywell, ABB, and others push AI-driven tools to close the gap.

A3's 2026 automation whitepaper wave signals a shift from fixed hardware to software-defined factory floors

A3 members including Intel, Bosch Rexroth, Cognex, and Zebra are publishing technical guidance that points operations teams toward software-defined, AI-governed