Engineering Blog for High Performance Insights

AI TECHNICAL BRIEF: We explore the realities of deploying ML at the OT Edge Condition monitoring of rotating machinery has become the flagship use case for machine learning at the OT edge, and for a structural reason: sound and vibration are dense signals. A single sensor emits hundreds of kilobytes per second, and no plant can round-trip that volume to a cloud and expect real-time answers. Interpretation has to happen where the data is born. Add the environments that defi

EXECUTIVE BRIEF: We examine trends in real time control compute hardware Executive Summary For seventy years, the question “what controls the machine” had one answer: a ruggedized, single-purpose box on a DIN rail, programmed in a language that looked like a relay schematic. That answer is no longer singular. Market data through mid-2026 shows the traditional PLC market still growing at a healthy 4–11% compound annual rate depending on the research house consulted — but grow