Engineering change review is a bottleneck in manufacturing. Every time a drawing is revised — a dimension updated, a material changed, a note added —… Read More »Redlines, Revisions, and Change Detection: Automating Engineering Review
Request-for-quote (RFQ) processing is a bottleneck in manufacturing. Engineers and procurement teams spend hours reading PDFs, extracting part numbers, dimensions, materials, and quantities, then manually… Read More »Automate RFQ to BOM Extraction from PDFs and CAD Files
Factory quality teams evaluating vision AI often hear two terms: defect detection and anomaly detection. They sound similar, but they solve different problems and require… Read More »Defect Detection vs Anomaly Detection in Real Factories
Industrial vision AI pilots fail more often than they should. The technology works — but deployment details make or break results. Manufacturing quality engineers and… Read More »Lighting, Cameras, Labeling: Why Vision AI Pilots Fail
Business leaders hear “AI” and often think chatbot — a system that answers questions. But when you need AI to actually do work — pull… Read More »From Chatbot to Agent: What Changes Operationally
Manufacturing GMs and ops heads don’t have time for science projects. They need AI that delivers measurable ROI within a quarter — not someday. The… Read More »5 Agent Workflows That Pay Back in 90 Days