OUT_00400
Pharmacy · Medium · Western · distributor DIST_W_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+99.8 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~99.8 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · cooler+0.6 L / mo
Add 3th cooler to outlet
Counterfactual model predicts +0.6 L/month if cooler capacity is increased.
Top reasons the score is high
Largest positive SHAP contributors.
- monthly_volume_mean+232.0
- monthly_volume_q95+69.0
- monthly_volume_std+58.1
- monthly_volume_median+44.6
- Outlet_Size_Small+20.5
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Extra Large-132.0
- Outlet_Size_Large-87.7
- climate_jan_humid_pct-21.8
- Outlet_Size_Medium-15.3
- territory_radius_m-3.8
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.