Maintenance teams have vibration sensors, thermal cameras, and condition monitoring systems installed on critical assets, but the data sits in siloed platforms that technicians rarely have time to review systematically. Work orders are still triggered by time-based PM schedules or reactive failures rather than actual equipment condition, leading to unnecessary planned maintenance on healthy assets and missed failures on degrading ones.
Built For
Reliability Engineer or Maintenance Planner responsible for transitioning a plant from reactive or time-based maintenance toward condition-based and predictive maintenance strategies
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Maintenance & Reliability
Monitors vibration trends, thermal signatures, and bearing fault patterns across critical assets. Predicts failure windows and prioritizes work orders.
Process Engineer
Correlates equipment condition with production performance to assess the operational impact of deferred maintenance.
Supply Chain & Operations
Coordinates spare parts availability with predicted maintenance windows to minimize downtime duration.
Track vibration trending, thermal analysis, and bearing fault signatures conversationally. Monitor MTBF and MTTR by asset class, predict failure windows, and prioritize work orders based on criticality and production schedules.
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Ask questions in plain English, get instant answers.
Pump P-12's overall vibration has reached ISO 10816 Zone C (4.2 mm/s RMS), driven by a rising 1x running-speed peak that points to imbalance rather than a bearing fault, and it is trending toward Zone D. Recommend an inspection within the next shift and a balance check, before it forces an unplanned outage.