Darwinium launches two intent intelligence tools to catch AI agent fraud

UK fraud prevention startup Darwinium launched Journey Transition Probability and MCP Protection, two intent intelligence capabilities that track AI agent behavior on the way to logins, payments and account changes. Only about one in four agentic transactions on its network self-declares, and agent purchases are rejected nine times as often as others.

• Journey Transition Probability flags unusual step changes before logins or payments
• MCP Protection monitors tool calls agents make via Model Context Protocol
• Only 1 in 4 agentic transactions on Darwinium's network self-declares
• 97% of 500 surveyed fraud leaders reported a rise in AI-driven attacks