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Halogen applies cutting-edge AI research to autonomously segment complex user transaction behavior. Advanced user clustering uncovers subtle patterns across use-cases, from customer churn to fraud and disputes.

Anticipate

Understand the engagement, LTV, and risk of user populations.

Action

Build adaptive strategies that address the needs of each portfolio segment.

Our story

At Amex, Perry saw firsthand how transaction data - while abundant - was incredibly hard to turn into usable insights. Halogen was founded to close it, building a foundation AI to segment user transaction behavior and expose complex patterns that traditional methods overlook.

Perry Kangoun

Founder & CEO

Zohar Kapach

Co-Founder & CTO

Where the team is from:

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