Machinery Genius to demo AI shop help at FABTECH 2026

Machinery Genius will show AI-powered machinery support, augmented-reality shop planning and expert-matching tools at FABTECH 2026 in Las Vegas from Oct. 21-23. The demos aim to help operators, technicians and OEM teams organize machine knowledge, troubleshoot faster and verify decisions with human expertise.

Why it matters: - Machinery Genius is pitching AI as a practical helper for shops that deal with old machines, new installations and incomplete records. - The platform is designed to help newer employees, experienced operators and technicians get faster answers without losing the need for qualified expertise and on-site verification. - The company is also framing the tools as a way to preserve machine knowledge when staff change roles or retire.

What happened: - Machinery Genius will demonstrate its platform at FABTECH 2026 from Oct. 21-23 at the Las Vegas Convention Center. - The live demo will take place at Sterling Machinery Exchange’s booth C2322. - Founder Adam Mattes will show how attendees can ask machinery questions and try the “Stump the Genius” challenge. - Media representatives and attendees are invited to visit booth C2322 to see the demonstrations and speak with Mattes. - More information is available on the company's announcement.

The details: - The platform answers questions about machinery maintenance, troubleshooting, specifications and parts using technical documentation internally. - Machinery Genius is built to support equipment of every age, including older machines with incomplete records and newer machines with unfamiliar controls. - Multilingual help includes Spanish, letting users ask questions like “¿Qué significa esta alarma?” while keeping the machine model, control and technical details central to the conversation. - Attendees can watch the team check AI responses during the live demonstration. - My Machine Garage stores machine information, user photos, documents, notes, parts information, contacts and service history together. - Users can record maintenance performed and the next due date, then keep machinery conversations linked to the equipment. - See It In Your Shop, the Will It Fit tool, lets users explore placement using entered dimensions, a saved Garage machine or an OEM preview. - Augmented reality is available on supported devices and models to help users visualize equipment in their space before a move or purchase. - Genius Tech Connect links users with machinery experts worldwide for machine-specific questions. - Repair Tech Finder and Machinery Mover Finder help users identify companies to contact for service or relocation. - Manufacturer-information tools focus on approved product knowledge and support connections for OEMs and service teams. - The 3D Parts and Accessories Marketplace includes design submissions for review, approved free files and private inquiries.

Between the lines: - The company is positioning AI as a starting point for machine support, not a replacement for technical judgment. - The product mix suggests an attempt to cover the full workflow, from identifying a machine and organizing service history to finding a provider and planning a move. - Mattes’ pitch leans on both automation and industry credibility, with more than 30 years of machinery experience and a family history tied to Sterling Machinery Exchange. - Mattes began working around Sterling Machinery Exchange at age 16 after his grandfather, Bill, founded Sterling in 1954.

What's next: - The live FABTECH demo will show how the system handles real questions and where human expertise still matters. - Visitors will be able to evaluate whether the AI tools and visual planning features fit shop-floor and OEM support needs. - The company is likely to use the show to build interest from operators, service teams and equipment buyers.