Self-learning AI security platform that models normal behavior across network, cloud, email, identity, and OT to detect and contain threats.

What it does

Darktrace is a UK-founded cybersecurity company known for its self-learning approach. Rather than relying mainly on known threat signatures, its platform builds a behavioral model of normal activity for the users, devices, and services in a specific environment, then flags and scores deviations. Coverage spans network, cloud, email, identity, and operational technology.

Two capabilities define the product. Autonomous response can take targeted containment actions, such as blocking specific connections, to interrupt an attack while a human investigates. Cyber AI Analyst automatically investigates alerts and produces incident reports, which reduces manual triage work.

Darktrace is an established vendor with a large customer base and a long public track record. Because detections are behavior-based rather than rule-based, teams should plan tuning time early on and keep a human reviewing what the system flags and does.

Key features

  • Self-learning behavioral detection tuned to your environment
  • Autonomous response with targeted containment actions
  • Cyber AI Analyst for automated investigation write-ups
  • Coverage across network, cloud, email, identity, and OT
  • Email security against phishing and account takeover
  • Attack surface and exposure insights

What teams use it for

The concrete work teams hand to Darktrace.

  1. Detecting novel or insider threats that signature-based tools miss
  2. Email threat protection
  3. Autonomous containment outside business hours
  4. Extending a small security team's detection coverage
  5. Monitoring OT and IoT environments

Where it fits

Good fit if

Organizations that want broad behavioral detection and machine-speed containment without building a large detection engineering function.

Limitations

Teams that want a fully transparent, rules-first detection stack they can audit line by line, or very small companies with nobody available to review and tune detections.

Pricing

Pricing: Not publicly listed

Visit the vendor website for current plans and quotes.

Common integrations

Microsoft 365 AWS Azure Google Cloud SIEM and SOAR platforms via API

Categories and tags

Industries Cross-industry
Use cases Email security Incident response Threat detection
Capabilities AI agents & automation Machine learning & prediction
Buyer roles IT & security
Company size Enterprise Mid-market

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This profile was compiled from public sources with AI assistance and reviewed by a BetterBuys editor. Last verified on June 10, 2026. How we research profiles.

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