OUT_02078
Hotel · Extra Large · 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+371.0 L / mo
Schedule promotional push for Christmas + New Year peak
Historical seasonality and Sri Lanka demand calendar imply ~371.0 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+655.9
- monthly_volume_mean+447.9
- monthly_volume_q95+157.8
- monthly_volume_median+133.1
- monthly_volume_std+117.3
Top reasons the score is held back
Largest negative SHAP contributors.
- Outlet_Size_Large-29.5
- climate_jan_humid_pct-29.4
- Province_Southern-4.1
- same_type_competitors_500m-3.8
- competitors_500m-3.6
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.