How operators monitor industrial KPIs with AI workflows.

Industrial operations teams surface industrial-site health from raw telemetry, delivering a ranked dashboard, per-site diagnostics, and a cross-site daily briefing.

Agentic Workflows

Industrial Engineering

Challenge

Industrial sites emit hundreds of KPIs with control limits that shift over time, and manual review cannot inspect every parameter. At the same time, critical deviations go unnoticed when signals are buried in dashboards.

Solution

Industrial operations teams use Mistral Workflows to orchestrate the pipeline end to end, fetching KPI data for every site in parallel and classifying each parameter against its control limits into a ranked health view. Mistral Small then writes per-site diagnostics and a cross-site daily briefing.

Result

Classifies hundreds of KPIs per site every morning.

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