Industrial Operations & Energy Dashboard
Web + tablet dashboards for grid monitoring, inspections, and predictive maintenance analytics tied to IoT data.
4,500+
Assets tracked
25%
Downtime reduction
2,800+
Inspection forms digitized
4,500+
Assets tracked
25%
Downtime reduction
Challenge
What needed to change
Operations teams lacked a unified command view connecting OT telemetry and field inspections.
Need for offline-first tooling for remote substations.
Solution
What we built
Defined UI architecture, GIS map visualization, and offline tablet tooling with sync.
Embedded forecasting models co-built with data science teams to predict failures.
Approach
Asset taxonomy mapping with field engineers and control-room teams.
Prototype dashboards for live telemetry and inspections.
Operational playbooks for incident response and escalation.
Impact
Cut unplanned downtime by ~25%.
Improved field-to-control-room collaboration with shared telemetry.
Stack
Architecture
React dashboards with GIS overlays
Azure IoT Hub data ingestion
Predictive analytics layer and alerting workflows
Spire's role
Integrated Azure IoT Hub streams, alarm escalations, and service tickets.
Created operator handbooks, training, and day-2 playbooks.
Timeline
Weeks 1-2
Telemetry assessment, workflow mapping, and KPI baseline.
Weeks 3-8
Dashboards, offline tooling, and alerting.
Weeks 9-14
Predictive models, rollout, and training.
Team
Program lead, 2 UX designers, 5 engineers, 1 data engineer.
Operations and reliability leaders for validation.
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