AI Gen Apps
ProductsServicesOur storyResearchPartners
Contact→
AI Gen Apps
01Products→02Services→03Our story→04Research→05Partners→
Contact→
AI Gen Apps/Research/Fintech

Domain

Fintech.

Engineering for financial services: payments, fraud, risk and the models that read transaction data as sequence rather than as rows.

1 paper · Domain

May 2026·Engineering·AGA-05

Transaction foundation models: transformer embeddings for tabular financial data

A transaction foundation model learns from large volumes of tabular financial data to produce transformer embeddings of individual transaction rows. Fed as features into existing ML models, those embeddings raise accuracy and cut false positives on fraud detection, authorization and risk scoring.

Read the paper →
← All research
AI Gen Apps

The AI-native software company. We build our own. We build for others.

London

45 Albemarle Street, 3rd FloorMayfair, London W1S 4JLteam@aigenapps.com

Products

Nure AI OSDesiLogi

Services

AI app developmentAI implementationAI SaaS developmentEnterprise AI

Get started

Join the waiting listBecome a partnerServices

Company

Our storyWhy we existHow we engineerResearchContact

Legal

PrivacyTermsData deletionContact
© 2026 AI Gen Apps Limited·Registered in England and Wales, company number 16824575AI-native software company