Prototype · synthetic data

Agent trace

Why this decision

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  1. 1. Moment agent

    Karim & Lina Haddad · young couple · Mall of the Emirates
    Booking · urgency med

    VOX Cinemas booking in 56h and no spend in any other business unit for 12 months.

  2. 2. Ecosystem navigator

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

    5 candidates at Mall of the Emirates: 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 24, net cost AED 0 (100% tenant-funded), beat "Free snack with 2 tickets" by AED 17.6.

    OfferFunded byUplift Exp. GP Net cost Score
    Pre-show dinner at 7:30pm + 2x points when you pay with SHAREbundletenant 100%22%24.00.024.0Chosen
    Free snack with 2 ticketssupplier 100%10%6.30.06.3Lower score
    Bonus 500 points on your next VOX comboMAF10%6.39.0-2.7Costs more than it earns
    AED 20 off VOX ticketsMAF11%7.114.0-6.9Costs more than it earns
    VOX Gold upgrade on your next ticketMAF11%7.120.0-12.9Costs more than it earns

  4. 4. Guardrails

    Holdout no · 0 msgs this week
    Pass

    Within budget, message cap and approval threshold.

  5. 5. Action

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

    tenant funds 100% · MAF net cost AED 0