Darktrace AI
Darktrace / darktrace.com
Autonomous AI cybersecurity using unsupervised machine learning to detect novel threats and take autonomous response actions without relying on known attack signatures, across 9,200+ organisations in 110 countries.
Pricing
Free
Free plan
No
Category
Developer Tools
Platforms
2
Free plan
No
API access
No
Open source
No
Platforms
2
What is Darktrace AI?
Darktrace learns the normal behaviour of every device, user, and network connection, detecting deviations as potential threats even if the attack technique is entirely new — addressing the core limitation of signature-based security. Autonomous Response (Antigena) takes automatic containment actions without waiting for human approval. PREVENT proactively identifies attack paths before attackers exploit them. Used across cloud, on-premise, IoT, and OT environments.
How Darktrace AI works
Darktrace AI runs as ml platform software built around data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api.
Watch Darktrace AI in action
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What makes it worth shortlisting
The capabilities that matter most for teams evaluating Darktrace AI.
Self-learning AI
Learns normal behaviour patterns for every device and user, detecting deviations regardless of whether the attack technique is known.
Autonomous Response
Takes automatic containment actions during active attacks reducing impact without human delay.
PREVENT
Proactive attack path identification finding vulnerabilities and likely attack routes before attackers do.
Best use cases
Who should use it
Pros
- Detects novel threats that signature-based tools miss through behavioural anomaly detection
- Autonomous Response reduces time to containment for active threats
- Works across cloud, on-premise, IoT, and OT in one platform
- 9,200+ customers across critical infrastructure and diverse sectors
Cons
- Enterprise-only with significant implementation investment
- Autonomous response requires careful tuning to avoid false-positive containment
- High cost relative to specialised point solutions
Is it worth the price?
Enterprise pricing based on users and devices protected. Annual contracts. Contact Darktrace for pricing.
Model
Enterprise
Starting price
Free
Free trial
No
Tools like Darktrace AI
Microsoft Security Copilot provides multi-signal AI for Microsoft-centric environments. CrowdStrike Charlotte AI is embedded in endpoint-focused workflows.
Darktrace AI vs Darktrace AI
A side-by-side look at the closest alternative in this category.
Darktrace AI
Darktrace
Darktrace AI
Darktrace
Enterprise pricing based on users and devices protected. Annual contracts. Contact Darktrace for pricing.
Enterprise licensing. Publicly traded (DARK:LN). Demo available.
ISO 27001. SOC 2 compliant. GDPR compliant. FedRAMP authorised.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP eligible. Enterprise data handling agreements.
Network traffic and device behaviour data processed by Darktrace's AI within the customer's environment or Darktrace's compliant infrastructure.
Network traffic and entity behaviour analysed on Darktrace cloud or on-premise. Pattern analysis occurs locally in most deployments.
- Detects novel threats that signature-based tools miss through behavioural anomaly detection
- Autonomous Response reduces time to containment for active threats
- Works across cloud, on-premise, IoT, and OT in one platform
- 9,200+ customers across critical infrastructure and diverse sectors
- Unsupervised ML detects novel threats without signatures — effective against zero-days, insider threats, and APTs
- Autonomous RESPOND acts in seconds versus hours of human analyst response
- 9,000+ customers validate at global enterprise and critical infrastructure scale
- Self-learning baseline reduces reliance on threat intelligence updates
- Enterprise-only with significant implementation investment
- Autonomous response requires careful tuning to avoid false-positive containment
- High cost relative to specialised point solutions
- Alert fatigue risk — requires tuning period to reduce false positives in noisy environments
- Enterprise-only pricing with significant annual investment
- Competing with CrowdStrike (covered), Vectra AI (covered), and Microsoft Defender
Technical & deployment info
Key facts about model providers, platforms, and team support.
Model Provider
Darktrace
Platforms
Web, API
Deployment
Enterprise, SaaS, On-premise
Integrations
SIEM platforms, Ticketing systems, CrowdStrike, Microsoft, Splunk, API
Team Collaboration
Yes
Launch Year
2013
Security & privacy
Compliance signals and data-handling notes as reported by the vendor.
ISO 27001. SOC 2 compliant. GDPR compliant. FedRAMP authorised.
Network traffic and device behaviour data processed by Darktrace's AI within the customer's environment or Darktrace's compliant infrastructure.
What users are saying
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Common questions about Darktrace AI
Editorial Verdict
Should you use Darktrace AI?
Darktrace is the best choice for organisations wanting proactive vendor-agnostic AI threat detection across diverse environments including OT/ICS.
Last verified July 24, 2026.