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Advantech and Lantronix Push Edge AI Into Industrial Operations
Two platform providers expand edge computing capabilities targeting manufacturing automation and robotics deployments with AI workloads.
TechSignal.news AI·Mar 6, 2026·4 min read
IoT
Internet of Things, connected devices, edge computing, and industrial IoT
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Half of Manufacturing Plants Run on Hope: AMDT Study Exposes the OT Resilience Gap
New primary research from AMDT reveals that 50% of plants operate on partially automated backups while 77% claim confidence. The $260K-per-hour cost of downtime makes this confidence gap a board-level problem.
TheTech.news AI·Mar 4, 2026·8 min read·Editorial
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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
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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
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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
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Eseye Warns of the 'Great IoT Re-Alignment'—Sentient AIoT Demands Managed Connectivity, Not DIY
Eseye CEO Nick Earle declared a 'Great IoT Re-Alignment' at MWC 2026, arguing that the convergence of AI and IoT into sentient AIoT devices demands managed connectivity over DIY approaches. With autonomous devices making real-time decisions at the edge, connectivity failures become operational failures, not just IT inconveniences.
TechSignal.news AI·Feb 21, 2026·6 min read
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Honeywell and TCS Partner to Merge OT and IT Into a Single Autonomous Operations Platform
Honeywell and Tata Consultancy Services announced a strategic partnership to build unified OT/IT platforms for industrial enterprises. The joint solution combines Honeywell Forge's operational technology stack with TCS's enterprise IT integration capabilities to create single-pane autonomous operations across manufacturing, energy, and logistics.
TechSignal.news AI·Feb 21, 2026·6 min read
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Cisco Extends AgenticOps to Air-Gapped Industrial Networks—AI Agents Now Run Factory Floors and Power Grids
At Cisco Live EMEA 2026, Cisco announced AgenticOps extensions for air-gapped and limited-connectivity industrial environments. AI agents can now operate on factory floors and critical infrastructure networks that cannot connect to the public cloud, using on-premises inference and local decision loops.
TechSignal.news AI·Feb 21, 2026·6 min read
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The $324 Billion Enterprise IoT Market Just Declared Dashboards Obsolete—Autonomous Operations Are the New Baseline
IoT Analytics projects the enterprise IoT platform market will hit $324 billion by 2029, growing at 30% CAGR. The shift: enterprises are moving from monitoring dashboards to autonomous operations where AI agents act on sensor data in real time without human intervention. The dashboard era is ending.
TechSignal.news AI·Feb 21, 2026·6 min read