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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…
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…
How should a manufacturer decide whether an AI use case carries acceptable risk before deployment? Benson Chan of Strategy of Things answers an audience question on risk classification with a four-quadrant framework that maps decision severity against automation level. The…
How should manufacturers maintain AI consistency across a global factory network? When a model update resets the trust operators have built, do you interrupt automation to re-validate? Sanjay Mahato of…
Neil Smith of Schneider Electric and Andrew Waycott of TwinThread answer six audience questions on building the CFO business case for industrial AI, data readiness, OEM-operator data sharing, industry-specific adoption…
A plant running 20 or more vendors now faces each vendor deploying its own AI agent with its own access model and its own integrations to other systems. At the…
In July 2026, a coordinated cyberattack targeted operational technology at more than 30 community water systems in Minnesota, prompting the FBI and EPA to issue a broader warning that water…
Manufacturing has been the most-attacked sector globally for multiple consecutive years, based on tracking by IBM X-Force. Ransomware demands against manufacturers averaged $1.16 million in 2025, more than double the…
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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