If you’re building on Autodesk Platform Services (APS, formerly Forge) and using the Model Derivative API to translate CAD/BIM files for viewing, you’ve encountered two… Read More »SVF vs SVF2: What It Means for Performance and Your APS Pipeline
Learn a proven architecture for real-time vision AI: fast inference for live decisions, plus near-real-time autocorrect using transfer learning from operator feedback—ideal for manufacturing inspection, imaging, and CAD+image workflows.
Computer vision for manufacturing is more than algorithms. It’s cameras, lighting, integration, and workflows. When you engage a consultant, you’re not just buying a model… Read More »Computer Vision Consulting for Manufacturing: What to Expect
Most AI pilots never reach production. Industry estimates suggest that 80% of proof-of-concepts stall — not because the technology fails, but because the path from… Read More »AI Transformation Roadmap for Manufacturing: From Pilot to Production
If you’re leading a small or mid-size manufacturing company, you’ve probably heard the buzz about AI — and wondered how it applies to you. Enterprise… Read More »What Is an AI Incubation Lab? A Practical Guide for SME Leaders
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