Operational Risk

Most MES programs are stuck at pilot scale, and that’s now an AI and cyber risk decision

Rockwell data says 93% of manufacturers run MES somewhere, but only 23% have it integrated across sites. The operational gap is widening.

Community college engineering programs can lift persistence by 16 points, but state funding swings are becoming an operational risk for employers

ASME’s community-college engineering pathways posted enrollment and persistence gains across 15 campuses. North Carolina’s budget cut shows how quickly student-

Why proper pressure gauge selection prevents failures, downtime, and safety risks

Power, Cooling, and Risk: What It Takes to Bring a 100MW AI Data Center Online

The industry knows how to build data centers. What it’s still figuring out is how to turn on AI factories at scale. With facilities now crossing 100 megawatts—far beyond the 5 to 10 megawatt norm of traditional builds—operators are no longer just validating equipment. They’re testing whether entire systems—power, cooling, controls, and the teams behind…

Clarity in the Storm: Weather Intelligence, GIS, and the Future of Operational Awareness

For many organizations today, the weather has shifted from an occasional disruption to a constant planning factor. Scientific assessments show that extreme weather events—including heatwaves, heavy rainfall, and wildfires—are occurring more frequently and with greater intensity, placing growing strain on infrastructure, utilities, and public services. As weather-related disruptions become more costly and harder to manage,…