control systems and enterprise systems speak different languages. today the translation is still often a person copying a number, then joining a call to explain why. meter data is conflicted. faults propagate through subsystems. spreadsheets outlive their authors. finance, controls and operations rarely agree.
this is an attempt to build the factory operating system. the path is classical and bounded: replay first, verify invariants independently, keep safety in {PLC, SIS}, require an operator before any consequential action. implementation details stay behind that boundary.
Transient Labs sells two bounded engagements. a six-week product sprint: interface, full-stack, AI, evals, guardrails, production handoff. a four-week industrial energy and automation engagement: site-bounded baseline, opportunity register, control architecture, investable roadmap. fees quoted in the session. no savings claimed without measurement.
the same join fails upstream.
transientlabs.ai · sankalphimself@gmail.com · huggingface.co/sankalpsthakur · x.com/sankalpsthakur · kaggle.com/sankalpsthakur