ICS Security
Is Agentic AI an OT Insider Threat?
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…
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Latest Articles
Smart Manufacturing
How Teva Selects AI for 30 Factories
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…
Predictive Analytics
Outcome as a Service for Manufacturing
The Rolls-Royce engine on most commercial aircraft is not owned by the airline. It is rented by air miles flown. Siemens won a train contract by guaranteeing it could move…
Smart Manufacturing
Why Pharma AI Must Pass ALCOA
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 product. At the Industrial AI Summit 2026, Adam Procopio of…
Beyond PLC Data: An Architecture for Industrial AI
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…
How to Classify Risk in Industrial AI
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…
Cybersecurity & ICS
Why Autonomous AI Fails in OT Security
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…
Standards and Controls for AI in Operational Technology
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…
Governing AI Agents in Operational Technology Cybersecurity
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…
Energy
The Hidden Challenge in Energy AI: Coordination Across Distributed Systems
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…
How EDF Normalized Grid Data Across 50 Sites and 16 GW
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.…
The Last Mile of Industrial Intelligence: Solving the Grid’s “Dark Asset” Problem
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…
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