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...
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...
A practical, step‑by‑step guide to turn time‑series and OT (SCADA/PLC) telemetry into operational dashboards, maintenance signals, and decision playbooks. Covers sensor selection, sampling and aggregation patterns, smoothing vs raw data, OEE calculation, common anomaly detection approaches, short‑latency dashboard design, and concrete playbook snippets for routing alerts into maintenance workflows. Includes an actionable sensor‑to‑dashboard lifecycle checklist you can adapt for your site.