OUT_16741
Bakery · Large · North-Western · distributor DIST_NW_01
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+138.9 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~138.9 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · cooler+0.0 L / mo
Add 3th cooler to outlet
Counterfactual model predicts +0.0 L/month if cooler capacity is increased.
Top reasons the score is high
Largest positive SHAP contributors.
- monthly_volume_mean+258.8
- Outlet_Size_Large+68.0
- monthly_volume_std+67.7
- monthly_volume_median+53.5
- monthly_volume_q95+37.0
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Extra Large-111.1
- climate_jan_humid_pct-20.9
- Province_Western-6.1
- Latitude-3.9
- Province_Southern-3.5
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.