OUT_16778
SMMT · Medium · North-Western · distributor DIST_NW_02
Predicted potential
January 2026 if systemic constraints were relieved.
Geographical Location
Store location on the map.
Recommended actions
Top-3 prescriptive interventions ranked by expected monthly L uplift.
- Rank 1 · festival_promo+41.4 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~41.4 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
Top reasons the score is high
Largest positive SHAP contributors.
- Outlet_Size_Small+33.4
- Outlet_Size_Medium+18.1
- monthly_volume_std+6.1
- Longitude+0.5
- spatial_demand_score+0.4
Top reasons the score is held back
Largest negative SHAP contributors.
- monthly_volume_mean-56.5
- Outlet_Size_Extra Large-27.8
- Outlet_Size_Large-20.3
- monthly_volume_median-15.7
- climate_jan_humid_pct-9.6
What-if scenarios
Model-predicted deltas if a constraint were relieved.
AI explanation
A Gemini-generated, business-friendly summary of why this outlet received its score and what the sales team should consider next.
Click Explain this outlet to ask Gemini 2.5 Flash for a plain-English explanation grounded in the SHAP drivers, the counterfactuals, and the recommended actions for this outlet.