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, and context were treated as afterthoughts.

This resource helps operators, engineers, analysts, and managers bridge that gap. You’ll find practical guidance to ingest plant data safely, map signals to business decisions, build reliable KPIs, validate insights in the real world, and sustain improvements without disrupting operations.

What you can do right away

1. Run a quick Readiness Assessment to find the low-friction wins (use the interactive tool here).
2. Map a small set of signals to one business decision you care about most — uptime, quality, or throughput.
3. Apply the Operational-to-BI Checklist to surface security, ownership, and validation gaps before you build dashboards.

Use this space whether you’re an analyst trying to get reliable tags, a plant manager wanting fewer false alarms, or an IT/OT team aligning on access and governance. Start with one concrete decision you want to improve; the rest of the resource helps you get there safely and quickly.