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Darktrace / SECURE AI Solution Brief

Darktrace / SECURE AI Solution Brief

Gain real-time control over prompts, agents, and Shadow AI

With 88% of organizations now using AI in at least one business function, Darktrace / SECURE AI gives security teams real-time visibility into prompts, agent identities, and Shadow AI before risk escalates.

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"Immediately, we became privy to the information that we'd been lacking all along: who is using what within our organization and what are they doing with the data."

David Green · Senior Vice President of IT, Lamons

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Real-time inspection of prompts, sessions, and responses across enterprise AI tools flags jailbreak attempts and sensitive data exposure.

How do you monitor what's inside every AI prompt?

Real-time inspection of prompts, sessions, and responses across enterprise AI tools flags jailbreak attempts and sensitive data exposure.

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Discover agent identities across suppliers and environments, map their permissions and connections, and audit behavior at scale.

Who's really behind your AI agents?

Discover agent identities across suppliers and environments, map their permissions and connections, and audit behavior at scale.

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Unsanctioned agent building and hidden infrastructure like locally deployed MCP servers get surfaced and contained before they become exposure.

What's hiding in your Shadow AI?

Unsanctioned agent building and hidden infrastructure like locally deployed MCP servers get surfaced and contained before they become exposure.

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Data Sheet
Darktrace / SECURE AI Solution Brief

AI adoption is outpacing enterprise control

AI has entered the enterprise at a rapid pace that is only accelerating — 88% of organizations are now using AI in at least one business function (McKinsey, State of AI 2025). But security is still catching up: risk is compounding quietly across workflows, tools, data, and decisions, often without any visibility at all.

Why behavioral security is the only way to keep pace

The adaptive, unpredictable nature of AI means effective AI security requires a deep understanding of what "normal" looks like across humans, AI systems, and agents — so the earliest signs of drift, misuse, or compromise can be caught before they escalate.  

Powered by Adaptive AI, Darktrace / SECURE AI applies more than a decade of behavioral understanding to how prompts, agents, and AI systems are used across your business, rather than relying on predefined rules or signatures. That approach is already paying off:

  • 66% of Darktrace customers use AI widely across their organization today
  • 44% of security professionals are very or extremely concerned about AI agents specifically

Delivered through a single view, Darktrace / SECURE AI helps teams understand intent, assess risk, protect sensitive data, and enforce policy across both human and AI agent activity.

What you'll learn

This brief covers how Darktrace / SECURE AI inspects prompts, sessions, and responses in real time across enterprise AI like Microsoft Copilot and ChatGPT Enterprise, environments like Copilot Studio, and high-code platforms like AWS Bedrock; discovers and audits AI agent identities, permissions, roles, and connections across SaaS, cloud, network, endpoint, OT, and email; flags misconfigured or anomalous build events in development environments before an agent ever reaches production; and surfaces Shadow AI — including hidden agentic infrastructure like locally deployed MCP servers — so you can contain exposure and guide users toward sanctioned tools. You'll also see how packaging scales from Core to Advanced, and hear from a customer who finally got visibility into who was using AI and what they were doing with the data.

10,000

Darktrace customers