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OT environments verify files at the point of entry. A vendor arrives with firmware, a contractor brings a patch, a maintenance team carries configuration updates. The files get scanned, approved,…
Daily workforce planning at Procter & Gamble's manufacturing campuses used to take eight hours per shift. Planners arrived long before their teams to map out inbound deliveries, outbound trucks, production…
Agentic AI in operational technology acts with its own authority at machine speed, inside environments where a wrong decision moves a valve or opens a breaker. At the Industrial AI…
Teva Pharmaceuticals evaluated approximately 300 technologies in one year while building an open innovation platform across its 30-factory network. Operations account for around 70% of Teva's cost structure, which means efficiency gains in how those factories run have material impact…
When an AI agent recommends a process change on a pharmaceutical production line, the recommendation itself is secondary. The defensible record of how the agent reached that recommendation is the…
The Stellantis plant in Goiana, Pernambuco, developed a scalable industrial data architecture that now supports more than thirty AI applications. Building on its existing Siemens infrastructure, the team standardized how…
Agentic AI platforms are reshaping security operations in corporate IT environments where speed is the primary design goal. Critical infrastructure operates under different constraints. NERC CIP-007, IEC 62443-2-3, and NIST…
No single standard covers AI in manufacturing, and if one phishing click can reach OT, the architecture is already broken. Gary Tillery of Skkynet and Matt Morris of EverLine answer…
Boards make OT risk decisions they do not know they are making. AI agents change behavior with every model upgrade and carry no personal accountability. The most likely AI failure…
I started out as a control systems engineer, working in plants where everything important happened in one place. There was just one site, one control room, and one process to…
EDF Power Solutions North America manages 16 gigawatts of power across wind, solar, and battery energy storage systems, with equipment from dozens of OEMs that was never designed to interoperate.…
Industrial IoT has transformed many aspects of modern infrastructure. Smart sensors, connected substations, and advanced analytics are now common components of energy system modernization. Yet one of the most critical…
Explore 2,500+ resources on Industrial AI, predictive maintenance, energy optimization, and OT cybersecurity from industry practitioners and technology leaders. Explore our analysis of the top 7 ICS/OT cybersecurity trends for 2026, covering AI-powered attacks, Zero Trust for OT, and NIS2 compliance.
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