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Network Demand Forecasting

Forecasting and optimisation cockpit for radio access network capacity planning, with site-level demand predictions and intelligent resource allocation.

Network Demand Forecasting

Interactive mockup running entirely in the browser.

Problem

Radio access network capacity decisions are made on stale data. Sites get over-provisioned in some areas while neighbourhoods experience congestion.

Approach

A demand-forecasting cockpit that combines traffic history, anomalies and external events to produce site-level forecasts, then runs a what-if optimiser to recommend capacity moves.

Outcomes

  • Site-level demand forecasts
  • Anomaly and event correlation
  • Capacity what-if scenarios
  • Energy-aware optimisation