Dedicated edge computing embedded in Emerson's industrial PCs is transforming real-time intelligence, enabling smart local action and maintaining high performance Why Industrial Edge AI Matters Emerson's next-generation rugged IPCs enable Physical AI to deliver instant, autonomous decision making and execution to improve safety, productivity, reliability and product quality, while reducing capital expenditure (CapEx), waste and energy use. Physical AI continuously integrates and analyzes multiple inputs to enable real-time process and energy optimization, safety monitoring, computer vision, asset performance, anomaly detection for quality inspection and predictive maintenance directly on the factory floor and at remote sites. Local, simultaneous processing of images, video, audio, text and sensor data brings perception and action together at the industrial edge without affecting latency, security or control-compute resources. Emerson's PLCs + AI enabled-IPCs + IIoT ready SCADA /HMI Platform stack delivers a unified industrial edge intelligence platform ideal for future proofing operations. ST. LOUIS , May 26, 2026 /PRNewswire/ -- Global automation leader Emerson (NYSE: EMR ) is collaborating with SiMa.ai a leader in Physical AI, to deliver advanced AI capabilities for real-time data analysis on Emerson's industrial PCs in the harshest industrial field environments, on the factory floor and at remote sites. The global industrial AI market reached $43.6 billion in 2024, and according to IOT Analytics, is anticipated to grow at a CAGR of 23% through 2030 to reach $153.9 billion 1 . A key part of this growth will be AI technology at the industrial edge, empowering companies to analyze data and physically intervene instantly – detecting problems, optimizing quality, taking corrective action and engineering autonomous operations – all without relying on cloud connectivity. Workloads that previously required offline engineering studies, dedicated analytics servers or roundtrips to the cloud now run alongside core processes, turning the IPC into an always-on industrial intelligence platform. "As operations teams leverage Physical AI at the edge, they move beyond simple monitoring to closed-loop autonomy where they can adjust processes in real time – minimizing product defects early in the production phase, reducing waste and increasing production efficiency," said Krishna Rangasayee, SiMa.ai. chief executive officer. SiMa.ai's MLSoC TM (Machine Learning System on Chip) provides the high-performance compute and industry-leading power efficiency necessary for Emerson's industrial PCs to support Physical AI workloads in real time. By maximizing throughput while maintaining a low thermal footprint, the technology allows for faster decision making and robust security, keeping sensitive proprietary data secure and on-premise across vital operations. Benefits include: Autonomous safety : Detect gas and liquid leaks, fire and smoke, unauthorized access and equipment anomalies in real time and in harsh environments where high-speed vision inspection has not been possible. Increased productivity : Enjoy higher overall equipment effectiveness (OEE) by continuously improving uptime, performance and quality. Enhanced reliability : Ensure operational continuity in mission-critical systems in remote locations (like upstream oil and gas or mines) with limited connectivity. Improved product quality : Detect defects during inline product quality inspections during production and adjust parameters instantly to prevent waste. Reduced CapEx : Identify equipment degradation before failures occur, minimizing costly downtime and capital expenditures for new equipment. Optimized resources : Continuously improve energy use, compressed air systems and material efficiency to reduce the need for human supervision in unsafe environments. Air-gapped installations : Provide autonomous AI capabilities in critical air-gapped infrastructures using highly secure industrial control systems in industries like nuclear, power, water and other mission-critical installations. "As organizations accelerate their journey toward autonomous operations, the ability to deploy intelligent capabilities at the edge with industrial-grade reliability and security is essential," said Ram Krishnan, chief operating officer of Emerson. "Our partnership with SiMa.ai brings specialized AI computing technology to our industrial PCs that – combined with our integrated sensor technology, edge software and enterprise analytics – delivers the complete AI solution industrial organizations need not just to compete today, but also to thrive well into the future." Emerson is the only provider offering an integrated, end-to-end technology stack for industrial AI across the enterprise – including smart sensors delivering performance data for AI analysis and on-device edge computing; IIoT-ready SCADA/HMI platform and software that routes intelligence for quick interventions; and enterp
