en.Wedoany.com Reported - Datanomix will showcase its production-verified Artificial Intelligence (AI) solution at the Automate 2026 trade show, an AI already running on customer shop floors that generates actionable answers operators can use during their shifts based on production cadence. The event takes place June 22-25 in Chicago, with Datanomix at Booth #12059 in the North Building.
Greg McHale, founder and CEO of Datanomix, noted that there will be plenty of AI at this year's Automate show, but most of it is just a demo based on static datasets. He emphasized that every shop owner asks the same question at the end of the weekend—did we get better? That's exactly what the company's AI is designed to answer. If it can't answer using real machine data from an actual shop floor, it's not AI for manufacturing.
Datanomix has embedded AI into three product areas, each tailored to specific shop floor realities. FactoryMate™ is a digital floor supervisor that reads production and labor data to reveal trends and bottlenecks that teams would otherwise spend a morning searching for, supporting Gemba walks, Kaizen reviews, and job tracking to get plans back on track and improve on-time delivery. TMAC ai™, developed in partnership with Caron Engineering, reads high-resolution machine data (spindle load, vibration, and tool wear) and uses AI to catch process drift before it turns into scrap, rework, or broken tools, running in the background and alerting only when attention is needed. G-Code Cloud™ + DNC uses AI to catch errors in programs, annotate files for operator training, and clean up program lists, serving as an assistant for engineers working ten-hour shifts.
The common principle across all three: AI should make answers clearer, not add another dashboard that no one pays attention to.
For most of the past decade, critical visibility in precision manufacturing—predicting quality, real-time labor analysis, and autonomous tool monitoring—existed only inside the largest factories. That is changing. McHale stated that today, a shop with 12 machines can see their floor the way a Fortune 500 factory could five years ago, changing who can compete and how. The future is not automation for automation's sake, but automation that can prove its value, and that is only possible when the shop floor has a data foundation. The Datanomix team will be at Booth #12059 in the North Building at Automate 2026 in Chicago from June 22-25, conducting live demonstrations using real machine data. Shop owners with quotes for robots, cobots, or pallet pools in their pockets can also sit down with the team and run data through the company's automation investment calculator: number of machines, shift coverage, and quoted hourly rates—all from real numbers on their shop floor.
This article is compiled by Wedoany. All AI citations must indicate the source as "Wedoany". If there is any infringement or other issues, please notify us promptly, and we will modify or delete it accordingly. Email: news@wedoany.com
