Some losses happen at booking. Others arrive weeks later, long after the traveler is gone.
Travelers held in review may book elsewhere before a decision is made.
Miles and points can be redeemed by someone else without a payment card ever being used.
Chargebacks can arrive after the flight or stay, when the seat or room can't be resold.
Holidays and travel disruptions push more bookings into step-ups and review queues.
Airline fraud can target both tickets and miles. Protect transactions and loyalty programs with Pipl Trust to verify identities and ensure a frictionless experience.
Flag a device or email without a link to the member before rewards are claimed.
A foreign IP and a new device can still belong to an established traveler.
Score large, same day reservations in real time so good ones clear without delay.
For this travel booking platform, fraud was hiding in complexity. International bookings, third-party processors, and large-ticket transactions all made detection harder. While their model could flag some risk, it lacked the signal resolution needed to separate false positives from real threats.
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