OUT_02731
Bakery · Medium · Western · distributor DIST_W_03
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+43.7 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~43.7 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+27.5
- Outlet_Size_Medium+15.5
- Province_Western+6.3
- Outlet_Type_Bakery+2.0
- competitors_2km+1.7
Top reasons the score is held back
Largest negative SHAP contributors.
- monthly_volume_mean-55.9
- Outlet_Size_Extra Large-28.9
- Outlet_Size_Large-21.7
- monthly_volume_median-16.1
- monthly_volume_q95-12.3
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.