A bearing signature in an industrial compressor can predict failure within milliseconds, but only if the AI processing it sits at the edge. Sending that signal to the cloud introduces a round trip that safety-critical equipment…
At the Stellantis plant in Goiana, Pernambuco, an AI-powered anomaly detection system is helping maintenance teams identify potential welding equipment failures before they disrupt production. In six months, the system helped prevent 14 equipment failures, recover…
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, and handed off. Between that moment…
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 Summit 2026, Ian Bramson, VP of…
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 one million passengers between Cologne and…
Seventy-two percent of manufacturers have adopted AI in some form, but only 10% have deployed it at scale, according to Parsec's 2026 State of the Manufacturing Industry Report. The governance gap is even wider: Grant Thornton's…
An AI model that works at one factory runs on known data, connects to a handful of systems, and depends on one team that controls the scope. Scaling that same model to 20 factories exposes every…
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…
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 SP 800-82 all require documented human…
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 industrial data is collected, contextualized, and…
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 audience questions on the specific standards…
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 in OT involves no adversary, just…