All Signal reports

The Xither Signal · No. 015

AI in Finance: Fraud Detection & Risk Modeling

Finance · Published 2026-05-29

Inside the $40B AI fraud arms race: five enterprise platforms dissected — Mastercard, Featurespace, Socure, Sift, and Feedzai — with clear fit guidance for banks fighting synthetic identities and deepfakes.

What's inside

  • Cover with the report's three headline statistics
  • Executive summary with the central argument
  • Before / after workflow comparison
  • Five vendor profiles — what they are, who they fit, where they fall short
  • Concrete action items for buyers
  • Named primary sources for every statistic
AI in Finance: Fraud Detection & Risk Modeling — The Xither Signal #015 | Xither