Darktrace AI
Darktrace / darktrace.com
AI cybersecurity platform using unsupervised ML to detect anomalous behaviour across network, cloud, email, and endpoint with autonomous threat response.
Pricing
Free
Free plan
No
Category
Developer Tools
Platforms
3
Free plan
No
API access
No
Open source
No
Platforms
3
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What is Darktrace AI?
Darktrace pioneers unsupervised ML cybersecurity — learning normal behaviour for every user, device, and entity, then detecting anomalies without relying on signatures. DETECT identifies novel threats including zero-days, insider attacks, and supply-chain compromises that bypass signature defences. RESPOND takes autonomous proportionate containment actions in real time — isolating devices, blocking connections, or enforcing normal patterns in seconds. HEAL models the fastest recovery path from breach. Darktrace/Email detects BEC and sophisticated phishing beyond rule filtering. With 9,000+ customers across financial services, healthcare, and critical infrastructure, Darktrace is one of the most widely deployed AI cybersecurity platforms globally.
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, api, and hardware.
Watch Darktrace AI in action
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What makes it worth shortlisting
The capabilities that matter most for teams evaluating Darktrace AI.
DETECT
Self-learning AI flagging behaviour deviations — detecting zero-days, insider threats, and APTs that signature-based tools miss.
RESPOND
Autonomous real-time containment — isolating devices before threats spread, essential for fast-propagating ransomware.
Cyber AI Analyst
AI-generated incident reports correlating related alerts — reducing analyst investigation from hours to minutes.
Best use cases
Who should use it
Pros
- 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
Cons
- 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
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Is it worth the price?
Enterprise licensing. Publicly traded (DARK:LN). Demo available.
Model
Enterprise
Starting price
Free
Free trial
Yes
Tools like Darktrace AI
CrowdStrike (covered) provides AI endpoint detection. Vectra AI (covered) provides NDR. Microsoft Defender (covered) provides integrated security. Exabeam (rank 704) provides AI SIEM and UEBA.
Darktrace AI vs Darktrace AI
A side-by-side look at the closest alternative in this category.
Darktrace AI
Darktrace
Darktrace AI
Darktrace
Enterprise licensing. Publicly traded (DARK:LN). Demo available.
Enterprise pricing based on users and devices protected. Annual contracts. Contact Darktrace for pricing.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP eligible. Enterprise data handling agreements.
ISO 27001. SOC 2 compliant. GDPR compliant. FedRAMP authorised.
Network traffic and entity behaviour analysed on Darktrace cloud or on-premise. Pattern analysis occurs locally in most deployments.
Network traffic and device behaviour data processed by Darktrace's AI within the customer's environment or Darktrace's compliant infrastructure.
- 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
- 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
- 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
- Enterprise-only with significant implementation investment
- Autonomous response requires careful tuning to avoid false-positive containment
- High cost relative to specialised point solutions
Technical & deployment info
Key facts about model providers, platforms, and team support.
Model Provider
Darktrace
Platforms
Web, API, Hardware
Deployment
SaaS, On-premise
Integrations
SIEM systems, Microsoft 365, AWS, Azure, API
Team Collaboration
No
Launch Year
2022
Security & privacy
Compliance signals and data-handling notes as reported by the vendor.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP eligible. Enterprise data handling agreements.
Network traffic and entity behaviour analysed on Darktrace cloud or on-premise. Pattern analysis occurs locally in most deployments.
What users are saying
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Common questions about Darktrace AI
Editorial Verdict
Should you use Darktrace AI?
Darktrace is the leading AI cybersecurity platform for enterprises wanting unsupervised threat detection across network, cloud, and email without signature dependency and autonomous containment.
Last verified July 24, 2026.