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One Signal In. The Whole Adversarial Network Out.

Outtake Recon Agent takes any signal and traces it back to its origin, expands it across the full adversarial network, attributes activity to the operators behind it, and enables teams to act with precision in minutes, not hours.

Outtake is protecting the digital presence of the world's most

NOTABLE AI RESEARCH LABS 🔬

the_problem

Investigation is broken. And AI-driven attacks are exploiting it.

Detection tools catch the artifact. Nobody exposes the system behind it.

Manual Investigation Does Not Scale

By the time a signal surfaces, the infrastructure behind it has already expanded. Teams are still pivoting across fragmented tools, reconstructing what happened after the fact.

Signal Overload, No System Understanding

Too many alerts, not enough context. Critical threats are buried in noise with no way to connect what appears separate into what is actually linked.

By the Time You Act, the System Has Moved

Legacy investigation reaches clarity in hours. AI-driven adversarial systems rebuild in minutes. That gap does not close, it widens.

67% of security leaders report that generative AI has expanded the attack surface
- PwC's 2025 Global Digital Trust Insights Survey
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How Recon Agent Works

One agentic process. Five capabilities that transform signal into operation.

1. Trace to the Source

Follow any signal through ownership, hosting, and operational layers to identify its originating entity and root source. Understand where the threat began, not just where it surfaced.

2. Expand Across Relationships

Traverse laterally across shared infrastructure and connections to uncover all related entities, assets, and supporting systems. One signal becomes a complete network map.

3. Map the Full Hierarchy

Build a structured, visual graph of parent, peer, and child relationships across entities, infrastructure, and activity. Complex coordinated systems become immediately understandable at a glance.

4. Expose the Operation

Surface the operators, organizations, and coordinated networks behind the activity — including the tactics, infrastructure, and channels used to scale. This transforms investigation into attribution.

5. Enable Attribution and dismantle

Provide complete, high-confidence context so teams can attribute activity to specific operators and act strategically against entire operations, not individual artifacts. The difference between cutting a branch and pulling a root.

Demo

See the Recon Agent in action

See how we take a single signal, trace it to its origin, and deliver a full map of the operation behind it. Every entity. Every operator. In Hours, not days..

the_problem

The Threat Is Never Just One Signal

Today's fraud, impersonation, and phishing operations are built and scaled by automated systems, not humans. By the time your team investigates a signal, the network behind it has already evolved.

34+

Connected threat nodes uncovered per investigation (average)

One signal. 34+ connected nodes. Recon Agent surfaces the full infrastructure, relationships, and operators behind every alert.

Hours

Signal to full adversarial network map, not days/weeks

Autonomous parallel execution compresses investigation from hours to minutes. The speed gap between attack and response collapses. 

100%

Network eradication, operations dismantled, not individual artifacts

Most tools remove the artifact. Recon Agent dismantles the operation — every entity, asset, and operator, acted on as a network.

Under 100%

Generative AI fraud losses forecast to reach $40 billion by 2027, up from $12.3 billion in 2023

Deloitte Center for Financial Services 2024

Under 100% Generative AI fraud losses forecast to reach $40 billion by 2027, up from $12.3 billion in 2023
- Deloitte for Financial Services 2024
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Powered by the Outtake Agentic Platform

Recon Agent is not a standalone tool. It is the intelligence engine at the core of the Outtake Agentic Platform. Every trace expands the platform's understanding and uncovering new entities, infrastructure, tactics, and relationships that feed back into the Signal Reservoir and Threat Graph. The more it operates, the more effective every investigation becomes.

Speed

Signal to full adversarial network map in minutes. No human gates. No queues. Investigation at the speed of the attack

Scale

Millions of agents in parallel. Coverage scales with the attack surface, not with headcount. Every surface. Continuously.

Depth

Every trace enriches the Signal Reservoir and Threat Graph. The more it operates, the more precise every investigation becomes.

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Let's talk about it

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