What is TTLI?
The Trust Layer Inc.
We're rethinking how fraud detection should work — from first principles.
We're conducting a research initiative to understand how modern teams tackle fraud detection, risk, and trust
Share Your Insights
What is TTLI?
We're rethinking how fraud detection should work — from first principles.
We're conducting a research initiative to understand how modern teams tackle fraud detection, risk, and trust
Share Your Insights
Every platform today faces a tradeoff — block bad actors or frustrate good users.
Traditional fraud systems rely on static rules and lagging data.
We believe adaptive, behavioral systems are the next frontier.
Most fraud systems rely on static rules or outdated behavioral patterns. While they catch known threats, they often miss subtle, emerging ones or worse, block legitimate users. We're analyzing these blind spots to uncover what truly limits today's detection models.
Fraud evolves faster than most security stacks. By studying real-world cases and team workflows, we aim to surface new signals, data relationships, and behavioral markers that could power the next generation of adaptive fraud detection.
The goal isn't just another tool — it's a foundation. A shared, flexible framework that helps platforms learn, adapt, and respond to fraud dynamically, without slowing down user experience or growth.
TTLI is building the most frictionless security engine for high-volume platforms and fast-growing B2C applications.