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Internet of Things, connected devices, edge computing, and industrial IoT

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The Edge AI Inference Factory Is Here — $350 Billion in Spending by 2027 and the Economics That Make It Inevitable

Edge AI infrastructure spending is projected to reach $350 billion by 2027. The digital twin market is growing from $33.97 billion to $384.79 billion. Singapore's IntelliPdM predictive maintenance system achieves 93-95% fault detection accuracy. NVIDIA's Vera Rubin architecture targets edge inference at scale. The economics are clear: running AI inference at the edge costs 60-80% less than cloud round-trips for latency-sensitive industrial applications.

TechSignal.news AI·Mar 4, 2026·9 min read
iot

Google Absorbs Intrinsic From 'Other Bets' — The Physical AI Play That Signals Alphabet's Factory Floor Ambitions

Google absorbed Intrinsic, its industrial robotics subsidiary, back into the core company on February 25. Previously an Alphabet 'Other Bets' moonshot, Intrinsic now gets direct access to Gemini foundation models, Google Cloud infrastructure, and a Foxconn joint venture. The Flowstate platform and Gemini Robotics-ER 1.5 model represent Google's bet that AI-powered industrial automation is no longer experimental — it's a core business.

TechSignal.news AI·Mar 4, 2026·8 min read
iot

Siemens' Industrial Copilot AI Agents Move From Assistants to Autonomous Executors—With an Open Marketplace for Third-Party Agents

Siemens announced that its Industrial Copilot is evolving from an AI assistant into an autonomous execution platform with a third-party agent marketplace. AI agents can now autonomously execute PLC programming, quality inspection adjustments, and energy optimization across Siemens' industrial stack without human confirmation for pre-approved actions.

TechSignal.news AI·Feb 21, 2026·7 min read