A KPI dashboard turns a flood of raw SCADA tags into a handful of numbers that actually drive decisions. Instead of scanning hundreds of live values, a supervisor sees production, uptime, and alarm health at a glance - and knows immediately whether the day is on track.
KPI Dashboard in one line: A KPI dashboard is a display that aggregates key performance indicators - such as production rate, uptime, alarm rate, and efficiency - into a small set of clear, at-a-glance metrics so operations staff and managers can judge performance and act without reading raw data.
A good dashboard shows a curated few metrics, not everything measurable. In oil and gas operations these often include production volume against target, run time and downtime by well or site, average and peak alarm rates, equipment availability, and exception counts such as tanks approaching high level or sites offline. Each KPI is usually derived from many underlying SCADA tags - production, for instance, is aggregated flow across dozens of meters.
Design matters as much as content. Effective dashboards use consistent color coding, show each metric against its target or a threshold, and support drill-down so a red tile can be opened to reveal which site or asset is dragging the number. The discipline is restraint: a dashboard crowded with gauges becomes as unreadable as the raw data it was meant to replace.
Dashboards sit above the real-time control layer. The SCADA system collects and historizes data from the field; the dashboard reads that data - often from the historian for anything time-averaged - and computes rolled-up indicators. Because they summarize rather than control, dashboards are frequently the view given to supervisors, managers, and executives who need situational awareness without operating the process.
Cloud-native SCADA makes these dashboards reachable from any browser, so a supervisor can check overnight production or the current alarm rate across every remote site from a phone. Merobix collects field data over protocols like Modbus, DNP3, and MQTT and historizes it, which is the data foundation a KPI dashboard is built on - the indicators are only as trustworthy as the underlying telemetry feeding them.
An HMI is the operating interface used to monitor and control the process in real time. A KPI dashboard sits above it, summarizing many tags into a few performance indicators for situational awareness and management decisions rather than direct control.
Common ones include production against target, run time and downtime, equipment availability, average and peak alarm rate, and exception counts such as sites offline or tanks nearing high level. The best dashboards show only a curated few.
From the SCADA system and its historian. Real-time tiles read live values, while averaged or accumulated metrics are computed from historized data. The indicators are only as reliable as the telemetry collected from the field.
This page references the protocol specifications published by the organizations below. Editions, product capabilities, and documentation change over time - confirm current requirements and specifications directly with the source.
Last reviewed: July 27, 2026. Merobix is not affiliated with, endorsed by, or sponsored by these organizations; their names are used only to identify the standards and products discussed.
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