Darwinium Puts Intent Intelligence at the Center of Fraud Prevention for AI Agents, Humans and Bots

New capabilities assess each step of a digital journey and extend protection to AI agent tool calls as agentic commerce grows

SAN FRANCISCO, Oct. 08, 2026 (GLOBE NEWSWIRE) -- Darwinium today unveils a shift in its ethos, making its Intent Intelligence^TM technology the foundation of its cyberfraud prevention platform as AI agents inevitably take on more of the tasks once handled by customers. The company has launched two new capabilities to put that focus into practice: Journey Transition Probability flags unusual changes in the steps leading to a login, account action or payment, whether a human, bot or AI agent is involved. MCP Protection extends that view to the tools AI agents use to carry out tasks.

In a recent survey, 97% of fraud, risk and security leaders reported an increase in AI-driven attacks, yet only 36% believed they had effective fraud coverage across the full customer journey. That gap becomes harder to manage as agent activity grows. In Darwinium’s network, only about one in four agentic transactions self-declares, and transactions involving agents are rejected nine times as often as other purchases. Businesses need a way to recognize legitimate agent activity without giving risky actions a free pass.

“An authenticated (human) customer can still be coached into sending money to a scammer. An authorized AI agent can start out doing exactly what a customer asked, then take an unexpected turn,” said Michael Rodriguez, Chief Operating Officer at Darwinium. “We’ve spent years building a view of the full customer journey because those changes matter. Making Intent Intelligence technology central to our platform lets businesses assess what’s happening as an interaction unfolds, whether a person or an agent is taking the next step.”

Darwinium’s existing Agent Intent Detection helps businesses identify AI agents, including those that do not announce themselves. Now, the company is building on that foundation by bringing a customer’s web and mobile activity and an agent’s MCP tool calls into one journey. MCP, or Model Context Protocol, connects AI agents to external tools. Darwinium assesses the steps in that journey with the same model and makes risk decisions through the business’s existing content delivery network (CDN), the infrastructure that handles its website traffic.

Two new capabilities make that possible:

• Journey Transition Probability compares the order and timing of actions with the customer’s typical behavior, the business’s own traffic and the type of journey underway. That helps reveal activity that may look ordinary at one step but becomes suspicious in the context of the full path.
• MCP Protection connects an agent’s tool calls to the journey that led to them. Businesses can verify agent credentials, monitor what the agent does and require additional checks before a higher-risk action, such as a payment, goes through.
  
  

“Darwinium vastly improves our visibility into user intent and behavior across surfaces, whether the user is an agent or a human,” said Jon Ferrari, Senior Manager, fraud prevention and application security at Apollo.io. “Web traffic is at an inflection point where user-agent declarations and even statements of intent are becoming moot. We need to track whether behavior matches stated intent over time, including in aggregate, where activity spread across many requests can add up to an outcome that no individual request disclosed.”

To learn more about Darwinium’s Intent Intelligence platform and book a demo, visit: https://www.darwinium.com/

About Darwinium 

Darwinium is the company behind the Intent Intelligence platform, built to protect and grow revenue at every touchpoint by understanding user behaviour and intent. Its edge-based risk decisioning platform distinguishes trusted from risky human and AI behaviour across the entire customer journey, resulting in 50% less fraud and 40% greater operational efficiency. From first interaction through high-risk actions and payments, Darwinium protects the moments that matter most, so digital leaders can confidently grow and protect revenue. Learn more at darwinium.com 

Media Contact: 

Sherlyn Rijos-Altman
Montner Tech PR
srijos@montner.com