Your plan is a best intention. Your plant runs on the decisions people make every shift, every hour, every minute in between. Every move is a trade-off. And every aspect of it is handled by a different team, on its own model, with its own version of the truth.
And a different person makes that call every shift, with different information. Imubit is Closed-Loop Physical AI for the process industries. In refineries, chemical and polymer plants, cement kilns and mineral processing. Physical, because every move lands on a running unit.
Closed loop, because the decisions get executed, always inside the envelope your engineers set. It starts with the map. Every business runs on a plan, built on economic and operational assumptions. Then there is how the plant really runs.
Map looks across the whole facility and finds the gaps between the two. It breaks each gap down to its causes, and to the recurring decisions behind it that can be improved systematically. Next comes the model, the cause and effect behind the map. How each decision moves each outcome, against its objective and its constraints.
Your engineers can make their own models and create their own competitive advantage. Then control, the autonomous execution of the key recurring decisions that close those gaps. Given the same inputs, the controller gives the same move, to every person, every time. That is what lets your operators trust it.
And every gap you close is measured, continuously, against the plan. Imubit is the only commercial solution applying closed-loop reinforcement learning at scale in a production environment. It has over 100 closed-loop controllers deployed worldwide, seven-plus years of closed-loop engagement in production, and thirteen approved U.S. patents. Imubit.
Map, Model and Control your gaps to plan. Every minute in between.