#Manufacturing AI research just dropped 12 new scheduling papers in one month. Transformers. Graph networks. LLMs.
Your router data is still wrong.
The bottleneck isn't the algorithm.
https://t.co/ZxBx1rI8V0
#AI#TheoryOfConstraints
#Manufacturing is the only industry getting ZERO ROI from #AI. Zero. Surveyed 950 executives. 12% of others reported significant returns. That makes complete sense once you understand where manufacturing's real constraint lives. https://t.co/Nd4NXyayK4 #TheoryOfConstraints
Automating Confusion - AI in Manufacturing + Theory of Constraints: AI is moving upstream. Not into scheduling decisions. Not into sequencing logic... https://t.co/mp6PiPdBup #ai#mfg#manufacturing#theoryofconstraints
#AI in #manufacturing is moving from "tell me what happened" to "go fix it." Agentic systems are being positioned to adjust schedules, trigger work orders, coordinate supply chains, and act across ERP, MES, and shop floor. https://t.co/ggIlxTmwWi
AI in manufacturing is moving from “chat about it” to “assign it work,” especially in frontline operations and continuous improvement. https://t.co/QazYuaayv9
#manufacturing#mfg#ai#theoryofconstraints