OUT_04237
Bakery · Extra 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+358.8 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~358.8 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+643.3
- monthly_volume_mean+446.1
- monthly_volume_q95+136.3
- monthly_volume_median+133.7
- monthly_volume_std+111.8
Top reasons the score is held back
Largest negative SHAP contributors.
- climate_jan_humid_pct-29.1
- Outlet_Size_Large-28.6
- Province_Southern-4.1
- zero_months_count-3.5
- Distributor_ID_DIST_W_01-2.4
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.