Technology & telecom
Network capacity forecasting
Predict traffic growth, congestion, and capacity exhaustion across links, cells, regions, and services.
Sound familiar?
- Links that saturate quarters before the upgrade budget expected
- Congestion complaints arriving before the capacity report does
- Upgrades sequenced by loudest stakeholder, not by exhaustion date
Network utilization
busy-hour utilization · Live forecast
Driver
Traffic history
Driver
Subscriber growth
Driver
Device mix
Forecast horizon
Hours–12 months
Refresh cadence
5-minute or hourly
Built for
Network planning · Operations
What you can predict
One forecast can answer several operational questions.
Combine network telemetry with customer growth, device mix, events, rollout plans, and maintenance to forecast when and where capacity will tighten.
Utilization by network element
Congestion probability
Capacity exhaustion date
Busy-hour demand
Questions teams need answered
- Which links will saturate first?
- When is an upgrade required?
- How will a rollout change traffic?
- Where is headroom most uncertain?
Data that can improve the forecast
Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.
What-if planning
Test a change before committing to it.
Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.
Subscriber growth accelerates
Recalculate exhaustion dates by region
Reroute traffic during maintenance
Compare congestion risk
Network utilization
busy-hour utilization · Scenario comparison
What if
Subscriber growth accelerates?
Driver
Traffic history
Driver
Subscriber growth
Driver
Device mix
From forecast to action
Keep the people making the decision in the loop.
01 · MONITOR
Forecast continuously
Refresh network utilization on a 5-minute or hourly cadence as new data arrives.
02 · NOTIFY
Alert on meaningful changes
- Utilization is forecast to breach policy
- Exhaustion date moves into the planning window
03 · DECIDE
Put the result to work
Build a network capacity forecast with your data.
Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.