Prototype · synthetic data

Agent trace

Why this decision

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  1. 1. Moment agent

    Aisha Iyer · high value · City Centre Deira
    First-visit gap · urgency low

    Only shops at Mall Dining, while City Centre Deira has 3 SHARE business units.

  2. 2. Ecosystem navigator

    Trigger: Mall Dining · cross-BU consent yes
    3 candidate offers

    3 candidates at City Centre Deira: 2 Mall Dining offers + 1 cross-property bundle.

  3. 3. Offer economist

    upliftProb × basket × margin − net cost after brand funding
    Pre-show dinner at 7:30pm + 2x points when you pay with SHARE

    Picked "Pre-show dinner at 7:30pm + 2x points when you pay with SHARE": expected GP AED 10.7, net cost AED 0 (100% tenant-funded), beat "2x points at participating mall restaurants" by AED 8.5.

    OfferFunded byUplift Exp. GP Net cost Score
    Pre-show dinner at 7:30pm + 2x points when you pay with SHAREbundletenant 100%10%10.70.010.7Chosen
    2x points at participating mall restaurantstenant 100%5%2.20.02.2Lower score
    AED 25 off dining over AED 150tenant 50%4%1.87.5-5.7Costs more than it earns

  4. 4. Guardrails

    Holdout yes · 3 msgs this week
    Blocked

    Member is in the 10% randomised holdout — decision logged, no message sent.

  5. 5. Action

    Channel: none
    No message sent

    Decision logged for measurement against holdout.