Use cases
Forecasting Use Cases for Satellite Operators
Use band-specific co-visibility density and congestion forecasts to protect service, shape traffic, diagnose anomalies, and monetize clean capacity.
7D
Forecast
Bands
Specific
Global
Coverage
API
Ready
01Protect
Protect live service
Use RF congestion forecasts to move before degradation becomes customer-visible.
01
Pre-emptive link margin management
Trigger
Forecasted overlap during a customer-facing pass
Action
Adjust ACM thresholds, increase margin, or shift beams
Outcome
Prevent avoidable packet loss and throughput degradation
02
Beam and frequency reallocation
Trigger
Band-specific congestion around a planned service window
Action
Shift carriers, adjust polarization, or move users to alternate beams
Outcome
Reduce spectral density during the riskiest overlap windows
02Schedule
Plan traffic and passes
Treat the forecast as a scheduling input across ground assets, beams, and customer commitments.
01
Traffic scheduling and load shaping
Trigger
Bulk transfer scheduled inside a high-congestion window
Action
Delay non-critical traffic or move load to cleaner windows
Outcome
Preserve priority traffic and improve delivery reliability
02
Ground station selection
Trigger
Multiple stations available for the same satellite contact
Action
Prioritize the lower-congestion station or handoff path
Outcome
Increase successful downlink probability without new infrastructure
03Diagnose
Accelerate root cause
When noise rises, forecasts narrow the investigation before teams burn hours testing every theory.
01
Root-cause acceleration
Trigger
Noise floor or Eb/N0 moves without weather correlation
Action
Check adjacent satellite overlap, polarization conflict, and LEO pass-through
Outcome
Separate internal faults from external interference faster
02
Post-event evidence
Trigger
Customer asks why a delivery window degraded
Action
Attach forecast windows, affected bands, and confidence scoring
Outcome
Give support and engineering teams a shared event record
04Grow
Monetize clean capacity
Turn predictable quality and idle capacity into differentiated products and commercial levers.
01
Interference-aware SLAs
Trigger
Need to prove which windows can support premium guarantees
Action
Package forecast-clean beams, windows, and regions into higher tiers
Outcome
Create differentiated offerings beyond commodity capacity
02
Spectrum marketplace supply
Trigger
Idle capacity exists in specific bands, regions, or windows
Action
Expose eligible capacity to rolling auctions or short-term buyers
Outcome
Improve utilization and yield from spectrum that would sit dark
05Plan
Inform constellation and spectrum planning
Use forecast history and congestion patterns to guide filings, expansion plans, and architecture tradeoffs.
01
Constellation planning
Trigger
New routes, regions, or station footprints under evaluation
Action
Analyze congestion patterns across days, bands, and geographies
Outcome
Choose cleaner operating windows and better ground network priorities
02
Spectrum coordination support
Trigger
Filing, dispute, or coordination review requires defensible evidence
Action
Export co-visibility, overlap, and confidence-scored frequency mappings
Outcome
Support coordination with repeatable technical artifacts
Who uses it