/ Cyber AI Analyst™

Not Generative. Not Generic. Purpose-Built Agentic AI for Security.

Cyber AI Analyst™ mirrors the human investigative process, giving SOCs the equivalent of 30 extra analysts to accelerate investigations and focus on what matters.

10,000
Darktrace customers
The challenge

Security teams

are overloaded

4 million
The cybersecurity workforce gap reached 4 million in 2023
(ISC2 2023 Cybersecurity Workforce Study)
277 days
for security teams to identify and contain a data breach
(IBM)

Elevate your SOC with AI investigation 

Dramatically reduce time spent investigating alerts and streamline workflows so your security team can focus on what matters most
Supercharge your analyst workflow

Power faster, smarter investigations with next-generation AI models

With new ML models—DEMIST-2 and DIGEST—Cyber AI Analyst delivers deeper analysis and smarter prioritization. DEMIST-2 detects subtle attacker behaviors, while DIGEST predicts which threats are likely to escalate.

Dramatically scale investigations with multi-layered AI

Unlike existing prompt-based gen-AI that’s trained on interpreting text, Cyber AI Analyst uses a diverse set of machine-learning techniques to mirror the human investigative process by autonomously questioning data, testing hypotheses, and reaching conclusions – all at machine scale and speed.

Let SOC teams focus on what matters

With fewer than 4% of investigations requiring human review, Cyber AI Analyst delivers substantial resource savings—alleviating thousands of hours of potential manual investigations and freeing up analyst time for strategic initiatives.

Reduce false positives and mean time to respond

Cyber AI Analyst runs continuously, re-investigating existing alerts with emerging data to ensure thorough analysis. Each investigation produces detailed natural language summaries, providing security teams with clear decision logic and well-defined recommended actions to reduce false positives and speed up response efforts.

See what Darktrace finds

Evaluate in your environment today

Transform your SOC

Cyber AI Analyst autonomously investigates alerts, streamlines investigations and prioritizes incidents, reducing workload and alert fatigue. You can also customize investigations to align with your security needs and unlock autonomous threat mitigation capabilities.

Minimize alert fatigue and streamline investigations

Cyber AI Analyst autonomously investigates all alerts – including those from third-party security tools – addressing even the overlooked alerts that the security team could not resource. With alert fatigue minimized and investigations streamlined, your analysts can avoid the tedious data collection and analysis stages and focus on critical decision-making.

Tailor investigations to align with your security playbooks

Customizable to your unique digital estate, you can set up repeatable investigative workflows that are integrated with other security technologies. Investigations can also be initiated from custom alerts and third-party triggers, ingesting common log formats from SIEM, SOAR, or other log management and vulnerability solutions.

Instantly elevate the experience of security analysts

Cyber AI Analyst simplifies incident understanding with detailed insights and investigative processes. This focuses the efforts of your SOC triage analysts and enables junior analysts to learn from the AI outputs.

Resource

Read the solution brief

Get a deep dive into the Cyber AI Analyst
10x
Incident response acceleration

Discover how AI Analyst accelerates incident response by 10x, saving 50,000 hours annually

Maximize security across your entire infrastructure 

Put an end to after-hours SOC shifts with autonomous response

Autonomous response stops malicious actions while allowing business to continue. For critical incidents, it halts the spread, giving defenders time to analyze and remediate

Drastically reduce Mean Time to Recovery

Recommends actions unique to each incident, assisting the security team in fixing malicious items and restoring affected assets to a pre-incident state

Gain the full picture of an attack

Cyber AI Analyst investigations span all of your covered enterprise locations, including network, email, cloud, OT, Identity, and SaaS

Customer stories

See how customers are saving time and strengthening security

Customer story

State of Oklahoma

Find out how the state's security team turned 3,000 model breaches to just 18 critical incidents with Darktrace, saving over 2,000 hours per month.

Customer story

Middle River Power

Middle River Power rapidly deployed Darktrace / OT to secure its facilities, reducing risk exposure and lowering insurance premiums.

Customer story

Kit Carson Electric

Kit Carson strengthened its security with AI-powered incident response, cross-platform proactive defenses, and autonomous AI.

Customer story

HARMAN International

Discover how HARMAN reduced malicious emails to near zero and cut their mean time to contain threats by 80% with Darktrace.