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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...

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