Curated guidance for integrating SCADA/OT data with BI and decision workflows in manufacturing and industrial operations.
Welcome — turn machine signals into decisions that stick. Operational teams hear the promise of business intelligence: dashboards, alerts, and models that help people act faster and reduce surprises. But too often SCADA and OT data ends up duplicated, misunderstood, or left behind because production rhythms, security...
Practical guide — integrate SCADA/OT data with BI and decision workflows. Many integration attempts fail not because the data is bad, but because the process ignores operational constraints: signal meaning, sampling rhythm, ownership, and safety. This guide shows an end-to-end, pragmatic path to make operational data...
Operational-to-BI Integration Checklist (practical verification). Use this checklist before connecting plant data into your BI environment or before deploying analytic alerts into operations. Each item should have an owner and a date. Decision & scope Target decision is clearly defined and measurable. Expected...
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Signal → KPI Mapping Template. Use this worksheet to translate raw tags into business-facing KPIs and the actions they enable. Keep the mapping compact—start with 5–10 tags for a single decision. Signal / Tag Friendly Description Source (PLC/Historian) Sampling Rate KPI / Derived Metric Transformation / Formula Owner...
Composite example — from noisy telemetry to actionable alerts. This composite example synthesizes common patterns and lessons from multiple operational projects (not an account of a single company). It illustrates how small, disciplined steps reduce friction and create value. The hunger. Operations wanted fewer false...