OUT_17067
Bakery · Extra Large · Southern · distributor DIST_S_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+461.6 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~461.6 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_Extra Large+763.4
- monthly_volume_mean+417.4
- climate_jan_humid_pct+254.9
- Cooler_Count+187.3
- monthly_volume_median+128.3
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Large-29.2
- competitors_1km-11.6
- type_weighted_pressure-5.8
- Province_Western-4.2
- worship_score_norm-1.7
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.