Imubit named a Leader in the ARC MarketMap 2026 for Autonomous Execution Agents. ARC Advisory Group positions Imubit as a Leader in the ARC MarketMap 2026: Autonomous Execution Agents, Continuous Process Edition, its study of AI that executes decisions in the plant rather than only recommending them. October 28, 2026 ARC Advisory Group has positioned Imubit as a Leader in the ARC MarketMap 2026: Autonomous Execution Agents, Continuous Process Edition. What ARC looked at. In ARC's definition, autonomous execution agents "must possess write-back execution capabilities, moving beyond passive monitoring and predictive alerts to autonomously alter system states." ARC evaluated eleven suppliers on solution capabilities and strategic vision, drawing on live capability demonstrations, secondary research and a detailed supplier questionnaire. Closed loop on what the plant already runs. ARC names closed-loop execution as one of the market's key trends, and cites Imubit: "Vendors like Imubit autonomously alter setpoints and system states, writing optimized supervisory targets directly back through existing APC or DCS layers under operator-defined safety guardrails." That is how Imubit runs in production. Closed loop works on top of the APC where there is one, or directly on the DCS a plant already has, always inside the envelope its engineers set, and operators can take over at any time. Imubit has over 100 closed-loop controllers deployed worldwide, and 300+ applications deployed, from inferentials to closed loop. Read more on what Closed-Loop Physical AI is. About the MarketMap. ARC MarketMap 2026: Autonomous Execution Agents, Continuous Process Edition, ARC Advisory Group, October 2026. ARC's positioning reflects its assessment at the time of publication and is not an endorsement of any product. Where to start Find out what your gap to plan is costing you. * One to two hours for your team to prepare and upload the data package * Results within a few working days of approval * No workshops Send your data as it is. Gaps, outages and noisy tags are normal, and its engineers screen and clean them in the platform. If anything limits a use case, Imubit tell you.

Ketjen and Imubit partner to bring ai-driven catalyst intelligence to refineries. May 13, 2026 / HOUSTON: Ketjen has partnered with Imubit to introduce advanced AI-powered catalyst intelligence solutions designed to enhance refinery performance, operational stability, and decision-making in fluid catalytic cracking (FCC) and hydroprocessing units. The collaboration combines Ketjen's deep expertise in catalyst technologies, laboratory analysis, and optimization strategies with Imubit's real-time industrial AI platform capable of continuously learning from live refinery operations. Together, the companies aim to provide refiners with faster insights, predictive operational guidance, and improved process visibility through Ketjen's iKet Connect digital platform. By integrating live process data with advanced analytics and catalyst expertise, refinery operators will gain near-real-time recommendations tailored to current operating conditions. The system is designed to detect operational deviations early, quantify performance impacts, and support more informed decisions related to catalyst management, process optimization, and unit efficiency. The partnership reflects the growing role of digitalization and artificial intelligence in modern refining operations, where companies are increasingly seeking smarter tools to improve profitability, reliability, and sustainability in complex processing environments. Initial pilot projects are already underway with refinery customers across North America and Europe, with broader global expansion planned in the coming years. The initiative marks another significant step toward AI-enabled refining operations where real-time data, automation, and technical expertise work together to optimize industrial performance.