FactoryBERT: An AI That Understands Manufacturing 0 like March 12, 2025Share this postAuthor(s): Saif Ali Kheraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium.https://www.freepik.com/free-photos-vectors/manufacturing-processFactories have their own way of talking. If youve ever been inside one, you might hear things like:OEE is dropping, the CNC lathe has spindle misalignment, and we need to adjust feed rates to reduce chatter!For most people (and most AI), this sounds like another language. Regular AI models dont understand manufacturing terms. They are trained on general internet text like Wikipedia and news articles. If you ask them about root cause analysis, they might talk about tree roots instead of fixing a broken machine!Thats why some researchers are working on ways to train AI specifically for manufacturing. The idea is to create a model that understands factory language, reads technical manuals, and helps with process improvement.One approach is to train a BERT-based AI model (like ChatGPT, but focused on manufacturing). This could help factories improve efficiency, reduce downtime, and support Six Sigma projects.Six Sigma is a method for improving quality in manufacturing. It focuses on:Reducing defectsImproving processesMaking factories more efficientIt uses tools like root cause analysis, statistical control, and process mapping to fix problems. AI could help by analyzing factory data and suggesting ways to make things better.But Read the full blog for free on Medium.Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming asponsor. Published via Towards AITowards AI - Medium Share this post