Cyber AI: Augment your security team and stop novel threats

Darktrace is transforming cybersecurity by combining multiple AI models to deliver unified, intelligent, and proactive defense  

White Paper

State of AI Cybersecurity 2025

Darktrace recently surveyed over 1,500 security leaders and practitioners across a multiple countries and industries., to establish their attitudes and priorities when it comes to the impact of AI on cybersecurity

Evolving threats, static defenses

As cyber-criminals begin to harness offensive AI to craft more sophisticated and targeted attacks at scale, defenders face new challenges:

Multi-stage phishing attacks that leverage trusted cloud services or QR codes to deliver payloads

Novel and ever-evolving ransomware strains that evade Threat Intelligence, signature-based and rules-based approaches

Attacks that target organizations through cloud misconfigurations or zero-day vulnerabilities

Not all AI is created equal

Most AI cybersecurity solutions rely on transferring data out of the business and into large cloud-hosted databases, where attack patterns are identified, so threats can be stopped when they reoccur.

Novel is the new normal

In the era of AI, novel and highly targeted attacks are the new norm. Protection from previously encountered attacks is no longer enough when attackers are constantly innovating.

Self-Learning AI

Rather than learn from previously-encountered attacks, Darktrace combines multiple AI models to understand 'normal' for your organization and reveal unusual behavior.

Achieve real security outcomes

By threading together anomalies and surfacing critical security incidents to human teams, Darktrace AI helps drive measurable security outcomes.

The most advanced NDR solution, powered by Self-Learning AI

Discover the most advanced solution on the market for combatting network security threats, bringing industry-leading AI to your data to neutralize known and unknown threats in real time.

Intelligent cloud security powered by Self-Learning AI

Darktrace / CLOUD delivers complete cyber resilience for hybrid and multi-cloud environments

AI-native identity threat defense

Unify your identity security with proactive risk management, real-time threat detection, and autonomous response that can adapt to the complexities of modern IT environments

The fastest-growing email security solution in the market

Darktrace / EMAIL™ brings industry-first innovations to your entire messaging ecosystem. This advanced AI-driven email security platform catches threats other email security solutions miss and responds to threats up to 30x faster.

The most comprehensive solution purpose built for critical infrastructure

Combine pioneering AI-powered detection and response with OT Risk Management that goes beyond CVE mapping

Every device, everywhere, all of the time

Darktrace / ENDPOINT™ works alongside your EDR to contain known and previously unseen network threats on your endpoints, taking targeted autonomous action to secure your entire organization

Our AI architecture

Combining multiple AI layers to deliver resilience

In the Darktrace security ecosystem, different AI methods come together to achieve behavioral prediction, real-time threat detection and response, and incident investigation – all with goal of reducing cyber risk in your organization.

Cyber AI Analyst

Speed up investigations 10x with a Cyber AI Analyst

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Research

Backed in 10 years of AI innovation

Our AI Research Centre in Cambridge, UK, comprises over 200 R&D employees including experts with 100 master's degrees & 20 doctorates in disciplines from astrophysics to linguistics to data science.

10,000+
Companies trust Darktrace
Annual report

State of AI Cybersecurity 2025

We surveyed over 1,500 cybersecurity professionals from around the world to uncover their attitudes, understanding, and priorities when it comes to AI cybersecurity in 2025.

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78%
of CISOs now agree AI-powered cyber-threats are already having a significant impact on their organization
45%
say they are not prepared for the reality of AI-powered cyber-threats
88%
say AI is critical in freeing up time for their team to become more proactive
Further resources

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Darktrace Annual Threat Report 2024

Dive into the latest attacker tactics; discover how cyber adversaries are adapting and what it means for defenders

Whitepaper
The AI Arsenal: 
Understand the Tools Shaping Cybersecurity

Discover the different AI methods used in cybersecurity and Darktrace’s unique multi-layered approach

Cyber AI:
Built for novel threats

Cyber security that adapts to your unique business to stop known and unknown threats.

AI threat landscape

Evolving Attacks, Static Defenses

Artificial intelligence is enabling cyber-criminals to generate highly personalised and unique attacks at scale.
Meanwhile, cyber defense is playing catch up, relying on historical attack data to spot threats when they reoccur.
But when novel attacks are the new normal, this approach is no longer enough.
135
%
increase in novel social engineering
corresponding with the widespread adoption of ChatGPT, between Jan & Feb 2023
13
days
average time taken for legacy solutions to detect an email attack
52
%
increase in email account takeovers
between May & July 2023
Darktrace cyber AI

Learns Your Data; Built for Novel Threats

Rather than learn from previously-encountered attacks, our unique Self-Learning AI takes a different approach.  It understands your organization, learning from every user and device, and the connections between them.
This means it can reveal subtle deviations that point to a cyber-threat – even one augmented by AI, using tools and techniques that have never been seen before.

Not All AI is Created Equal

The legacy approach to cyber security entails piping data from thousands of environments and storing this in large databases hosted in the cloud, where attack patterns can be identified, and threats can be stopped when they reoccur. But when novel and targeted attacks are the norm, protection from known and previously encountered attacks is no longer enough.
One on one security learns from your enterprise data to protect you from all threats.
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Cyber AI
|
White paper

A CISO's Guide to Cyber AI

Discover the different ways AI is being applied in cyber security to solve real-world problems.
Thanks, your request has been received
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Discover:
  • Trends and predictions in AI attack augmentation
  • The use cases and limitations of different AI techniques
  • Real-world case studies, from the City of Las Vegas to Royal Caribbean
Darktrace customers experienced:
95.83%
time reduction in identifying potential threats - Real Estate
2.5 mins
average time to respond
- Manufacturing
90%
reduction in triage time
- Healthcare
Cyber AI
|
White paper

A CISO's Guide to Cyber AI

Discover the different ways AI is being applied in cyber security to solve real-world problems.
Thanks, your message has been sent
A member of our team will be in touch with you shortly.
Oops! Something went wrong while submitting the form.
Discover:
  • Trends and predictions in AI attack augmentation
  • The use cases and limitations of different AI techniques
  • Real-world case studies, from the City of Las Vegas to Royal Caribbean
Darktrace customers experienced:
95.83%
time reduction in identifying potential threats - Real Estate
2.5 mins
average time to respond
- Manufacturing
90%
reduction in triage time
- Healthcare
Cyber AI:
One on One Security

Cyber security that adapts to your unique business and prevents novel cyber-attacks