AI Vision + Industrial CT: Defect Detection 10x Faster

Quality inspection in casting is undergoing "machine-for-man" transformation. At a recent foundry industry expo, AI vision inspection, laser scanning, and industrial CT were the standout technologies: micron-level porosity, cracks, and inclusions are now automatically identified by machines — more than 10x faster than manual inspection — with data uploaded to MES (Manufacturing Execution Systems) in real time for fully traceable quality records.

Analysts note that precision castings are moving from sampling inspection to full inspection. The spread of AI-based QC and industrial CT will significantly reduce defect rates in high-end castings and provide quality assurance for demanding applications such as aerospace and medical devices, while serving as a breakthrough point for digital transformation across foundry enterprises.