Artificial intelligence adoption in quality inspection is moving slower than the hype suggests. Not because the technology does not work
The Data Quality Problem That Is Blocking Every AI Inspection Pilot Read Post »
OPC UA and QIF address different layers of the industrial data stack. OPC UA handles real-time operational data from shop floor equipment — machine states, cycle times, process parameters, alarm conditions. QIF handles quality measurement data — dimensional results, inspection plans, nonconformance records, statistical summaries.
OPC UA and QIF Together: The Integration Story Most Solution Providers Are Not Telling Read Post »
The conversation about artificial intelligence in quality inspection has produced a lot of anxiety in the metrology software market and not much clarity. Solution providers worry that vision-based AI inspection will commoditize their CMM software. Manufacturers wonder whether they should be investing in AI now or waiting for the technology to mature.
AI-driven Inspection Is Not Replacing Your CMM — It Is Changing Who Buys CMM Software Read Post »
