Intent Intelligence
Intent intelligence for digital and product leaders
Intent intelligence for digital and product leaders
Darwinium lets digital teams say yes to more customers and AI agents with confidence. It reads intent at every step of the journey.
Trusted humans and agents move through without friction, and risky steps are verified, challenged or stopped. You no longer have to choose between blocking automation and losing demand, or allowing it and losing control.
Should we block or allow AI shopping agents?
Neither, by default. Judge them by what they intend to do.
Businesses are blocking legitimate demand because they can't see intent. In Darwinium's network, transactions involving agents are rejected nine times as often as other purchases, and only about one in four agentic transactions self-declares. A valid signature tells you who the agent is, not what it intends to do.
Meanwhile, 89% of organizations expect non-human traffic to increase over the next 12 months, and 55% already see legitimate agentic activity in account actions.
The question that matters is whether the AI is acting for a real customer or against them.
How does Darwinium protect conversion?
Blunt block-or-allow controls pay for their catches in lost revenue.
Darwinium calibrates the response to the risk at each step: it permits trusted interactions, verifies uncertain ones, challenges risky ones and prevents clear attacks.
That matters because false positives cost the average organization $3M a year in lost revenue, on top of direct fraud losses.
What happens when a journey crosses devices or starts with an AI assistant?
Customer journeys rarely stay on one device. A shopper asks an AI assistant to find a product, the agent does the research, and the customer finishes on their phone. That's one journey crossing from agent to human.
If those events land in different tools, the handoff where intent is revealed becomes invisible. Darwinium joins web, mobile, API and agent tool-call activity into a single journey with one journey ID.
How do trusted agents get a different experience from risky ones?
Darwinium identifies agents that don't announce themselves through timing, navigation and interaction patterns, and it validates cryptographic agent credentials at the edge.
An authenticated agent whose journey is consistent with legitimate intent proceeds without interruption. A lower-trust or unverified agent can be routed to a step where a human must be present.
How quickly can we see what our traffic actually looks like?
Start in monitor mode to see what your human and agent traffic looks like today, without changing the customer experience.
Switch to enforcement with a single rule change when you're ready.
- Only about one in four agentic transactions self-declares; agent-involved transactions are rejected 9x as often as other purchases
- 89% of organizations expect non-human traffic to increase over the next 12 months; 55% already see legitimate agentic activity in account actions
- $3M average annual revenue lost to false positives; $7.5M+ total annual exposure
- 50% less fraud and 40% greater operational efficiency
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