OUT_05231
Bakery · Large · Western · distributor DIST_W_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+138.3 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~138.3 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · cooler+1.2 L / mo
Add 3th cooler to outlet
Counterfactual model predicts +1.2 L/month if cooler capacity is increased.
Top reasons the score is high
Largest positive SHAP contributors.
- monthly_volume_mean+257.6
- Outlet_Size_Large+71.7
- monthly_volume_std+67.3
- monthly_volume_median+51.7
- Outlet_Size_Small+27.5
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Extra Large-107.4
- climate_jan_humid_pct-18.5
- Province_Southern-3.1
- mid_share-2.3
- super_premium_share-2.1
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.