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Energy and utility companies operate complex physical infrastructure spread across vast geographies. SCADA systems, IoT sensors, meter networks, and dispatch databases generate enormous data volumes, but turning that data into timely operational decisions remains a challenge. Delayed outage detection, inaccurate demand forecasts, and manual compliance reporting all increase costs and regulatory risk. Wayak connects your operational data sources, applies engineering and business logic through a semantic layer, and deploys agents that monitor assets, forecast demand, and support compliance workflows. Playbooks automate the recurring analysis — daily health checks, demand projections, outage escalations — so your operations and compliance teams can act on data instead of assembling it.

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Use cases

Asset health monitoring

Track equipment condition scores from SCADA and IoT data, detect degradation trends, and alert maintenance teams before failures occur.

Demand forecasting

Forecast energy demand using historical meter data and weather patterns to optimize generation dispatch and grid balancing.

Outage management

Detect outages from SCADA events, coordinate dispatch response, and escalate unresolved incidents through defined channels.

Regulatory compliance reporting

Compile and format regulatory submissions from operations data and regulation documents on a recurring schedule.

Energy consumption optimization

Analyze consumption patterns across buildings and facilities to identify waste and recommend efficiency improvements.

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Platform capabilities used

CapabilityHow it’s used
Data sourcesSCADA system (sensor readings, alarm events, equipment status), IoT platform (temperature, vibration, pressure sensors), meter data management system (consumption readings, interval data), weather API (temperature, humidity, wind, precipitation forecasts), dispatch database (work orders, crew assignments, outage tickets)
Knowledge spacesEquipment maintenance manuals, regulatory compliance documents (NERC, FERC, state PUC), operating procedures, safety protocols
Semantic layerObjects for assets, meters, outages, and facilities. Metrics for health score, peak demand, SAIDI/SAIFI, and energy intensity. Dimensions for asset type, voltage level, region, and facility type
AgentsAsset Health Analyst for equipment monitoring and degradation detection. Grid Operations Analyst for demand and outage analysis
PlaybooksScheduled daily asset health scans, hourly demand forecasting, event-triggered outage escalation, quarterly regulatory report compilation