Load Forecasting

LOAD FORECASTING

Monitoring shows what already happened. Surges, events and long-term growth arrive unplanned because the operation looks backward through a rear-view mirror, not forward.

Actors

  • Capacity Planner
  • NOC Manager
  • Head of Operations

Systems / Vendors

  • Splunk
  • Domo
  • Snowflake

Business Question

"We can tell you exactly what the load was yesterday — why can't anyone tell me what it will be next month?"

What SPoG Does

  • Uses advanced AI and LLMs to model current usage trends, recent surges and upcoming events.
  • Predicts short-term spikes and long-term load patterns with actionable lead time.
  • Shifts operations from rear-view monitoring to proactive planning.

Outcome Metrics

−70%

Unplanned load events

3–6 mo

Forecast horizon

4–6 wks

To first forecast model

Contact us to learn more →