Use cases

Catch fraud at every touchpoint.

Leonix helps risk teams stop fraud at the application layer — before it becomes a loss on your books.

🧬

Synthetic identity

Catch fabricated and manipulated identities at the application stage — before a loan is funded and long before a default appears on your books.

⚡

Loan stacking

Identify the same device fingerprint applying across multiple lenders in a short window — a leading signal for planned default and bust-out fraud.

🔐

Account takeover

Detect new-device logins and session anomalies on borrower accounts — flag unauthorized drawdown attempts before they clear.

🤖

Application bot farms

Identify scripted and automated submissions in real time — eliminate low-quality pipeline before it reaches your underwriters.

📍

Identity consistency

Cross-check device location, IP, and timezone against the applicant's claimed address — surface misrepresentation the moment a form is submitted.

🔗

Fraud ring linkage

Link devices, IPs, and email patterns across applications to surface coordinated rings before they exhaust your credit criteria.