All outlets

OUT_05333

Hotel · Large · Western · distributor DIST_W_03

Low

Predicted potential

January 2026 if systemic constraints were relieved.

Predicted Jan 2026
725.5 L
Recent monthly avg
462.5 L
Own Q90
802.6 L
Active months
30 / 36
Coolers
5
Local competitors (1 km)
20
HHI (1.5 km)
1,060
Replenishment friction
13.3%

Geographical Location

Store location on the map.

Recommended actions

Top-3 prescriptive interventions ranked by expected monthly L uplift.

  1. Rank 1 · festival_promo

    Schedule promotional push for Christmas + New Year peak

    +149.8 L / mo

    Historical seasonality and Sri Lanka demand calendar imply ~149.8 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.

  • Cooler_Count
    +285.9
  • monthly_volume_mean
    +83.0
  • Outlet_Size_Large
    +71.8
  • monthly_volume_q95
    +49.6
  • monthly_volume_median
    +35.1

Top reasons the score is held back

Largest negative SHAP contributors.

  • Outlet_Size_Extra Large
    -118.7
  • climate_jan_humid_pct
    -23.1
  • Province_Southern
    -3.1
  • Latitude
    -2.6
  • leisure_rec_score_norm
    -1.9

What-if scenarios

Model-predicted deltas if a constraint were relieved.

Add one cooler0.0 L / mo
base 748.9 L → after 748.9 L
Remove competitive drag0.0 L / mo
base 748.9 L → after 748.9 L
LKR allocated for Jan 2026: LKR 918

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.