Instead of digging through dashboards, just ask. Built on Anthropic's Claude, the OPSMUX assistant reads time-series data, alarms and maintenance logs together to answer in plain language.
Example scenario
Facility manager: Why did energy consumption rise today?
Assistant: Consumption rose 18% between 14:00 and 16:00. I see three causes: a capacity increase on line 3 (+30%), cooling running longer in the afternoon heat (+12 kWh), and the compressor kicking in during planned maintenance (+8 kWh).
Root cause - explains spikes in consumption, quality drops or downtime, backed by data.
Anomalies - catches deviations in sensor and equipment data and flags maintenance needs early.
Reporting - generates efficiency, cost and ESG reports automatically.
Actions - works with the rules engine to raise alarms, notifications and work-order suggestions.