Enterprise AI Administration
Net Adds Forecast Model
Model Details · Telecom AI Model Registry
Model Details
Net Adds Forecast Model
Algorithm: SARIMAX (benchmark: ARIMA)APPROVED DESIGN
- Code
MDL-NETADDS-FCST- Version
- v1.2
- Owner
- Head of Commercial Planning
- Governance owner
- Planning Office
Governance configuration shown for review and validation. Read-only.
Business purpose
Forecast subscriber net adds by segment
Production-recommended design specification. This record does not mean the model has been trained, fitted, deployed or validated.
Technical specification
- Model family
- Statistical Time-Series Forecasting
- Algorithm
- SARIMAX (benchmark: ARIMA)
- Implementation library
- statsmodels SARIMAX
- Model type
- Time-Series Forecasting
- Explainability method
- Forecast decomposition / coefficient contribution
Implementation governance
- Governance status
- APPROVED DESIGN
- Implementation status
- MODEL DEVELOPMENT REQUIRED
- Validation status
- VALIDATION REQUIRED
- Lifecycle stage
- Design
- Current performance
- Not yet measured
- Refresh cadence
- Monthly
- Last reviewed
- 05 Sep 2026
- Next review due
- 05 Dec 2026
- Historical sample reference
- MAPE % 4.8 — earlier sample figure, kept for provenance only; not a validated model result.
Business
- Mission area
- Subscriber Growth
- Decision journey
- Subscriber Growth
- Target variable
- Net adds (monthly)
- Output
- Six-month net adds outlook
Input features
Governed variables, in feature-rank order
- 1.churn_propensityChurn Propensity Model score (0–1).
- 2.offer_response_scoreLikelihood of accepting a retention or upsell offer (0–1).
- 3.Digital activity scoreApp and wallet engagement score
Related Intelligence
Linked governed records
KPIs (1)
Business rules (1)
Formulas (1)
Source mappings (3)
Simulation models (1)