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What Is Physical AI? A Plain-English Definition for Operations and Technology Leaders

What Is Physical AI? A Plain-English Definition for Operations and Technology Leaders

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...
From Months to Minutes: How Connected Everywhere Is Rewriting the Rules for Defense Manufacturing

From Months to Minutes: How Connected Everywhere Is Rewriting the Rules for Defense Manufacturing

by Humberto De Santiago | Jun 18, 2026 | Blog

Defense and aerospace manufacturing operates in a world with zero margin for error. Every misplaced tool, every minute of unplanned downtime, and every compliance gap can cascade into delays measured in weeks or months — with real consequences for mission readiness...
Before You Connect Any AI to Ops — Get the Data Layer Right First

Before You Connect Any AI to Ops — Get the Data Layer Right First

by Humberto De Santiago | Jun 15, 2026 | Blog

The temptation is understandable. ChatGPT and other LLMs are producing remarkable results in customer service, content generation, and code development. So why not point one at your manufacturing operations and let it optimize everything? Because it will hallucinate....
Defense AI Starts With Data: Building a Secure Telemetry Pipeline for Physical AI

Defense AI Starts With Data: Building a Secure Telemetry Pipeline for Physical AI

by Beverly Lwenya | Jun 3, 2026 | Blog

Defense and aerospace leaders keep running into the same wall. The pitch decks promise AI-powered maintenance scheduling, real-time logistics intelligence, and smarter production decisions. The data those models need does not exist yet, not because operations are...
Physical AI Starts on the Floor: Why GenAI Needs a Capture Layer

Physical AI Starts on the Floor: Why GenAI Needs a Capture Layer

by Beverly Lwenya | May 14, 2026 | Blog

Physical AI Starts With Capture GenAI can write code, summarize contracts, and generate marketing copy in seconds. However, when you ask it why Line 3 is running 12% slower than yesterday, it has nothing to say. The model is the same. The data isn’t there. That...

Recent Posts

  • IT/OT Convergence: How the Capture Layer Actually Works
  • What Is Physical AI? A Plain-English Definition for Operations and Technology Leaders
  • From Months to Minutes: How Connected Everywhere Is Rewriting the Rules for Defense Manufacturing
  • Before You Connect Any AI to Ops — Get the Data Layer Right First
  • Operational Data in Classified Environments — The Foundation AI Needs to Work

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