Topic
Detection and prevention of payment, account and synthetic-identity fraud, including AI-generated attack volume.
Apate, an Australian startup, says its AI decoy victims have held 2.5 million scam conversations and wasted 17 years of scammers' time. Divided out, that is about 3.6 minutes a conversation, so customers are buying the details the agents extract.
Reality
Darwinium's new fraud tools judge AI agents by their steps and MCP calls, as only about one in four agent transactions on its network self-declares. Agent purchases there are rejected nine times as often as other purchases, so the pitch is about passing good agents as much as stopping bad ones.
Reality
Neobanks and fintechs raised fraud-prevention spending 357% in a year to $8 million per institution, according to PYMNTS Intelligence. Measured against the transaction value implied by the group's own loss rate, that budget held near 2 basis points of volume in both years.
Reality
Incognia launched AI Agent Detection on October 6, checking separately whether an AI agent is genuine and whether the customer authorized its action. Banks screening agent payments now have a named product for the second question, built on Incognia's existing fraud signals.
Reality
FingerprintJS is adding four products that verify AI agents from five named platforms and flag automation that only claims to be one. Sites still have to write the rule for what a verified agent may do on each page.
Reality
Synthient says residential proxy traffic it observed in May 2026 touched about 9.2 million domains through household IPs that real users also share. Its answer is to timestamp each proxy sighting and set friction by what the session is trying to do.
Reality
Baselayer's fraud consortium works because the same businesses keep applying across the 2,000 institutions on its network, and an AI agent that spins up for one task and disappears shows up once.
Reality