By Chad Cox
Production Editor
Embedded Computing Design
September 09, 2025
News
Image Credit: aicas
aicas released its new EdgeSuite, a modular, edge-to-cloud infrastructure developed to combine software, data, and AI model management. When utilizing EdgeSuite, engineers can scale AI solutions from testing to production while continuously advancing system performance through maintaining complete control of edge processes.
“Edge AI is more than deployment; it’s about continuous improvement,” said Dr. James J. Hunt, aicas’ co-founder, CEO, and CTO. “With the EdgeSuite, we provide organizations with the infrastructure to observe, build, deploy, use, and improve their edge and edge AI applications in one seamless loop. This is how you shorten development cycles, reduce cost, and scale innovation without disruption.”
EdgeSuite guarantees efficient over-the-air (OTA) updates, secure data access, and continuous improvement, even in low-connectivity industrial environments whether in the factory or within fast-moving fleets.
aicas EdgeSuite allows the establishment of AI directly in current edge systems, fast-tracking every stage of the AI lifecycle from data-driven training and deployment to continuous model improvement. It permits cross-functional teams with granular rights management, no-code options, and a unified cloud portal.
Observe
Collect and select specific operational data and edge AI insights
Build
Design, develop, train, and test models
Deploy
Seamlessly distribute applications and models to remote devices
Use
Operate AI in your environment and learn from operational edge data
Improve
Retrain, optimize, and redeploy to drive continuing performance gains
Rail inspection with realtime fault detection and predictive maintenance
Wind farm optimization through turbine alignment based on live flow conditions
Transformer monitoring for resilient energy grids
Automotive insurance with instant crash data capture and claims acceleration
For more information, visit aicas.com.
Chad Cox. Production Editor, Embedded Computing Design, has responsibilities that include handling the news cycle, newsletters, social media, and advertising. Chad graduated from the University of Cincinnati with a B.A. in Cultural and Analytical Literature.