Prototype · synthetic data

Octra AI × Majid Al Futtaim

SHARE as a revenue engine

Agents act on member moments, pick the offer with the best incremental profit, prefer brand funding — and measure every decision against a 10% holdout.

Open ops console
A

Lapsing Carrefour family

City Centre Mirdif

Visits fall from 4 a month to 1. The economist rejects a generic 10% coupon and picks supplier-funded 3x points + Magic Planet time.

B

VOX-only Friday couple

Mall of the Emirates

Tickets booked for Friday 9pm. The concierge plans a pre-show dinner — restaurant-funded, so the cost to MAF is about zero.

C

Dormant high-value member

Mall of the Emirates

18,000 points idle for 9 months. Redemption is steered to an off-peak Ski Dubai slot instead of a grocery discount.

D

Control: spend nothing

City Centre Deira

A loyal weekly shopper with a stable basket. No offer beats the minimum — the agent saves the discount.