by Humberto De Santiago | Jul 6, 2026 | Blog
Most operations teams don’t have a shortage of data — they have a shortage of usable data. Sensors are logging vibration, location, and temperature every second, cameras are capturing footage nobody reviews, and machines are throwing off status codes...
by Humberto De Santiago | Jul 2, 2026 | Blog
Most AI in operations stalls for the same reason. The model is fine. The strategy is reasonable. Even the pilot even works in the demo. Then it meets the actual factory floor, hospital wing, or shipyard — and it can’t see anything that matters. It reasons from a...
by Humberto De Santiago | Jun 29, 2026 | Blog
Every wave of enterprise technology has had a foundational architecture. For cloud, it was virtualization. For analytics, it was the data warehouse. For the current wave of AI in physical operations, the architecture has a name: Capture, Learn, Act. This is the...
by Humberto De Santiago | Jun 25, 2026 | Blog
Everyone says IT/OT convergence is the goal. Fewer people explain what it requires to get there — and almost no one talks about why so many attempts stall before they produce anything useful. The answer, in most cases, comes down to data. Specifically, to whether the...
by Humberto De Santiago | Jun 22, 2026 | Blog
You’ve probably started hearing the term “Physical AI” show up in conversations about manufacturing, defense, and industrial operations. NVIDIA uses it. Technology analysts use it. And now it’s appearing in vendor materials everywhere. The...
