step 2 · verde cantina · lapsed
Get your member data
We hand the AI the raw transaction and loyalty exports.
POS transactionscsv · ~300 ordersEvery order for these guests — date/time, channel, items, basket size, discount. This is where the real patterns live.Loyalty memberscsv · 25 guestsOne row per guest — tier, lifetime value, signup, and when they last came in.
This is data you can export straight from your POS and loyalty provider portals. The AI unifies the two sets — enriching each loyalty member’s record with their POS transactions — so it can learn the purchase behaviors and patterns of every member in the segment.
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