Prototype · synthetic data

Agent trace

Why this decision

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  1. 1. Moment agent

    Zayed Qureshi · young couple · City Centre Deira
    Lapse · urgency high

    VOX Cinemas visits fell to 0 in the last 30 days vs 2.3/month before (≤ 40% threshold).

  2. 2. Ecosystem navigator

    Trigger: VOX Cinemas · cross-BU consent yes
    5 candidate offers

    5 candidates at City Centre Deira: 4 VOX Cinemas 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 30, net cost AED 0 (100% tenant-funded), beat "Free snack with 2 tickets" by AED 22.

    OfferFunded byUplift Exp. GP Net cost Score
    Pre-show dinner at 7:30pm + 2x points when you pay with SHAREbundletenant 100%27%30.00.030.0Chosen
    Free snack with 2 ticketssupplier 100%12%7.90.07.9Lower score
    Bonus 500 points on your next VOX comboMAF12%7.99.0-1.1Costs more than it earns
    AED 20 off VOX ticketsMAF14%8.914.0-5.1Costs more than it earns
    VOX Gold upgrade on your next ticketMAF14%8.920.0-11.1Costs more than it earns

  4. 4. Guardrails

    Holdout no · 1 msgs this week
    Pass

    Within budget, message cap and approval threshold.

  5. 5. Action

    Channel: push
    Sent: Pre-show dinner at 7:30pm + 2x points when you pay with SHARE

    tenant funds 100% · MAF net cost AED 0