Operational Analytics Expansion (Time Series & OT)

Practical guidance to turn time-series and OT signals into repeatable intelligence for OEE, maintenance, and operations decisions.

Recipe

Turn Operational Data into BI — SCADA Integration Recipe

A practical, stepwise recipe for ingesting SCADA/OT data, aligning timestamps and labels, making time-series data queryable for BI teams, and producing reliable operational KPIs while preserving OT security and reliability.

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Playbook

Predictive Maintenance Playbook: Sensors to Decisions

A practical, operations‑focused playbook for framing predictive‑maintenance use cases, choosing sensors and features, labeling and validation strategies (including lead‑time analysis), integrating models into maintenance workflows, tuning alarms, and defining clear human‑in‑the‑loop responsibilities so predictive signals become trusted, actionable work.

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