●founderA concrete case study that AI replacing domain-expert quality roles in high-stakes manufacturing fails without human oversight loops built in from the start.
●investorWorth watching as evidence that enterprise AI ROI in physical production requires longer integration timelines and hybrid human-AI workflows than initial deployments assume.