OUT_15163
Pharmacy · Large · North-Western · distributor DIST_NW_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+125.4 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~125.4 L/month additional volume during Christmas + New Year peak if outlet is featured in the campaign.
- Rank 2 · cooler+0.5 L / mo
Add 3th cooler to outlet
Counterfactual model predicts +0.5 L/month if cooler capacity is increased.
Top reasons the score is high
Largest positive SHAP contributors.
- monthly_volume_mean+259.2
- monthly_volume_std+70.3
- Outlet_Size_Large+70.2
- monthly_volume_median+54.3
- Outlet_Size_Small+29.5
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Extra Large-101.6
- monthly_volume_q95-21.5
- climate_jan_humid_pct-19.8
- Province_Western-5.6
- Latitude-5.3
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.