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Eighteen percent of U.S. product cost comes from manufacturing delays and downtime. Many CPG plants track line performance through overall equipment effectiveness, but those systems run offline on spreadsheets, clipboards,…
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…
This is the final part of three articles based on unanswered audience questions from the "From Data Streaming to Autonomous Action" session at the Industrial AI Summit 2026. Parts one…
This is part two of three articles based on unanswered audience questions from the "From Data Streaming to Autonomous Action" session at the Industrial AI Summit 2026. Where part one covered the data and context foundations, this article focuses on…
At the Industrial AI Summit 2026, attendees asked questions about supplying context to industrial AI agents that the panel did not have time to answer live. Peter Sorowka, CEO of…
Over half of U.S. CPG manufacturers have deployed AI across multiple sites, nearly double the global average, and 99% are confident it will deliver ROI by 2030. They also lose…
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…
Manufacturers are adding more digital connections to production environments. AI programs, remote monitoring, predictive maintenance, asset analytics, and cloud platforms all depend on some level of connectivity between OT, IT,…
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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