🔮 Development Prediction Engine

3–5 year development forecast · Based on velocity, investment & policy drivers

Development predictions are computed using district velocity data (historical rate of change across 7 sector scores), infrastructure investment levels, scheme coverage trends, and policy intervention indicators. 1-year predictions use recent velocity directly; 3-year predictions apply moderated velocity accounting for saturation effects and policy momentum; 5-year predictions incorporate infrastructure lag and demographic factors. Confidence levels reflect data quality, velocity consistency, and investment certainty. All predictions are directional estimates — actual outcomes depend on policy execution, budget releases, and external factors.