ControlRooms.ai published a feature article on the three rules for startups by Talib.

ControlRooms is the Agentic Troubleshooting System for energy and chemical plant operations — a system of agents that work in concert to detect and mitigate anomalies, so your plant operates harmoniously. Alarms tell you after. We tell you before. Traditional alarms wait for a threshold to break; ControlRooms inverts the model — Large Harmony Models evaluate whole-system behavior to surface anomalies well before alarm limits are crossed, then arm operators to mitigate them. Four agents working in concert to keep your plant in harmony: Detect finds it → Advise helps solve it → Log records it → Handover shares the context. Built for the control room. In production at major operators worldwide — 30+ live deployments, tens of millions in realized savings annually. Live in under 28 days.

Founded 2021