Darktrace

Darktrace

Self-learning AI cybersecurity with autonomous responses

Overview

Darktrace uses self-learning AI to defend organizations against cyber threats across networks, email, cloud, and OT. Its ActiveAI Platform builds a model of normal activity for each user, device, and network to detect anomalies and respond in real time without predefined rules. It automates responses through Antigena and supports a full security lifecycle: prevention, detection, autonomous response, and restoration across its modules. The goal is ongoing cyber resilience and reduced need for human-led incident response, protecting critical infrastructure and sensitive data with an immune-system–inspired approach.

About Darktrace

Simplify's Rating
Why Darktrace is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Enterprise Software

Cybersecurity

AI & Machine Learning

Company Size

1,001-5,000

Company Stage

IPO

Headquarters

Cambridge, United Kingdom

Founded

2013

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Simplify's Take

What believers are saying

  • Attack surface management in PREVENT targets exposed risks and high-impact vulnerabilities.[11]
  • Cyber AI Analyst reduces alert fatigue by automatically triaging incidents.[13]
  • Industrial control system coverage opens manufacturing and critical-infrastructure sales opportunities.[8][14]

What critics are saying

  • Microsoft Defender and CrowdStrike reduce demand for standalone AI security vendors.[11]
  • Palo Alto Networks' Cortex/XSIAM directly competes on autonomous SOC consolidation.[11]
  • Opaque autonomous decisions create procurement resistance in regulated enterprises.[2][13]

What makes Darktrace unique

  • Self-learning AI models each environment’s normal behavior without predefined signatures.[2][9]
  • Antigena executes autonomous response actions during in-progress attacks in real time.[2][13]
  • Darktrace covers email, cloud, network, and operational technology in one platform.[14]

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Funding

Total Funding

$448.4M

Above

Industry Average

Funded Over

7 Rounds

Notable Investors:
Acquisition funding comparison data is currently unavailable. We're working to provide this information soon!
Acquisition Funding Comparison
Coming Soon

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Paid Parental Leave

Pet Insurance

Life Insurance

Commuter Benefits

401(k) Company Match

Paid Vacation

Paid Holidays

Flexible Work Hours

Hybrid Work Options

Stock Price

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

0%
Associated Press
Aug 4th, 2026
Darktrace integrates behavioral risk signals into Microsoft Agent 365 portal

Darktrace has been selected by Microsoft as one of the first cybersecurity companies to integrate risk signals into the Microsoft Agent 365 portal. Through this integration, Darktrace / SECURE AI will derive behavioral risk signals from each customer's Unique Behavioral Profile and surface them within Agent 365. The integration helps customers understand which AI agents exist, their permissions, and whether their behaviour aligns with normal organisational operations. Customers will view Darktrace-reported risk signals alongside Microsoft signals in a single interface. Darktrace / SECURE AI is part of the Darktrace Behavioral Defense Platform, which provides unified visibility and continuous behavioural monitoring across AI, people and infrastructure. The platform uses Adaptive AI to learn organisational behaviour patterns and identify agent activity indicating potential compromise, manipulation or misconfiguration. Darktrace protects nearly 10,000 customers globally across major industries.

Associated Press
Aug 3rd, 2026
Darktrace launches behavioral defense platform to secure AI agents and enterprise systems

Darktrace has launched its Behavioral Defense Platform to protect enterprises as AI systems increasingly operate alongside people and connect to critical infrastructure. The Cambridge-based cybersecurity firm's platform uses proprietary Adaptive AI technology to continuously learn organisational behaviour and detect deviations in real time. The platform includes Darktrace/SECURE AI, which secures AI system deployment and management, and a Platform Portal offering unified visibility across digital estates. The release addresses growing security challenges, with connections to AI services amongst Darktrace's customers increasing 13% in the first half of 2026. The platform provides three core capabilities: 360° Insights for visibility, Unique Behavioral Profile for intelligence, and Real-Time AI Analyst for autonomous response. It aims to detect threats across AI agents, email systems, and network infrastructure without relying solely on static rules or known indicators. Darktrace currently protects nearly 10,000 organisations globally.

GlobeNewswire
Jul 7th, 2026
Darktrace named a Customers' Choice in the Gartner(R) Peer Insights(TM) for Email Security Platforms for second consecutive year.

Darktrace named a Customers' Choice in the Gartner(R) Peer Insights(TM) for Email Security Platforms for second consecutive year. July 07, 2026 09:00 ET | Source: Darktrace Cambridge, UK, July 07, 2026 (GLOBE NEWSWIRE) - Darktrace, a global leader in AI for cybersecurity, today announced it has been named a Customers' Choice in the 2026 Gartner(R) Peer Insights(TM) Voice of the Customer for Email Security Platforms for the second consecutive year. Darktrace / EMAIL(TM) has an overall rating of 4.8 out of 5 in the Email Security Platforms market, based on 413 verified reviews as of June 2026 from end-users who have adopted and deployed the solution across their organization. Gartner Peer Insights recognizes vendors who meet or exceed both the market average Overall Experience and the market average User Interest and Adoption score through a Customers' Choice distinction. "As AI becomes embedded across the business, security teams need to protect not only their AI systems and infrastructure, but also the people and workflows AI depends on," said Chris Kozup, Chief Marketing Officer at Darktrace. "Darktrace / EMAIL brings our Adaptive AI approach to one of the most common entry points for cyber risk, helping customers detect targeted attacks, stop account misuse and reduce risk across email and collaboration tools. To us, this recognition reflects what we believe is essential in email security: AI that learns the specific behaviors, relationships and communication patterns of each organization, so it can detect threats that traditional approaches may miss." GovCloud Network believe that customers consistently highlight the strength of Darktrace's approach from detecting sophisticated threats to simplifying response: * "The outstanding detection capabilities of the solution, even in uncommon languages, have significantly reduced the risk of e-mail business compromise, stolen passwords and other e-mail scams." - Director, IT Security and Risk Management, Consumer Goods Industry * "Darktrace is more than just a traditional email protection software. It is able to deal with emerging and sophisticated email threats thanks to its AI features. By learning user behaviors and trends, it easily detects and prevents possible data loss and it also comes with automated threat response. From detecting insider threats to offering AI defense systems against email threats, this tool has it all." - Data Analyst, Healthcare and Biotech Industry * "Darktrace / EMAIL is an essential tool for managing email threats. It's a constantly evolving solution with continuous improvements, highly customizable, easy to manage, and with excellent traceability. It adapts to all the situations we've encountered and makes us feel protected." - IT Security & Risk Management Associate, Manufacturing Industry Continued Innovation in Darktrace / EMAIL Over the past year, Darktrace has continued to expand Darktrace / EMAIL to help organizations defend against increasingly targeted, AI-enabled social engineering attacks across the entire email and collaboration ecosystem. Darktrace / EMAIL is powered by Adaptive AI that continuously learns from each organization's own activity, building its understanding of every user, mailbox, relationship, and communication pattern from scratch. Unlike legacy tools that rely on shared customer data, centralized threat databases, traditional rules, or signatures, Darktrace's Adaptive AI evolves alongside the organization, enabling it to identify novel, targeted, and cross-channel attacks unique to that organization, its supply chain, and its ways of working. When suspicious activity is detected, Darktrace / EMAIL can take precise, targeted action to reduce risk while helping maintain business productivity. In March 2026, Darktrace introduced Darktrace / Adaptive Human Defense(TM), which brings personalized, real-time security coaching into employees' daily workflows and connects those behavioral signals back to Darktrace / EMAIL to help strengthen detection and response. Darktrace also expanded Darktrace / EMAIL with cross-channel, full-message analysis across email, Microsoft Teams, Slack and Zoom, helping security teams detect attacks that move across collaboration tools. In addition, Darktrace introduced a first-party integration between DMARC, attack surface management and email security to help organizations reduce impersonation risk at the source. Additional Resources: * Download a copy of the 2026 Gartner(R) Peer Insights(TM) Voice of the Customer for Email Security Platforms report here. Gartner, Voice of the Customer for Email Security Platforms, 30 June 2026 Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences with the vendors listed on the platform, should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose. The GARTNER PEER INSIGHTS CUSTOMERS' CHOICE badge is a trademark and service mark of Gartner, Inc. and/or its affiliates and is used herein with permission. All rights reserved. GARTNER is a trademark of Gartner, Inc. and/or its affiliates. Peer Insights is a registered trademark of Gartner, Inc. and/or its affiliates and is used herein with permission. All rights reserved. About Darktrace Darktrace secures the modern enterprise by protecting people and AI with behavioral security. Founded in 2013, Darktrace pioneered Self-Learning AI for cyber defense, applying behavioral intelligence to understand what is normal for an organization and detect novel threats that others miss. Today, the Darktrace platform and services protect nearly 10,000 customers across major industries globally, providing unified visibility, continuous behavioral monitoring, and autonomous response across the enterprise. Darktrace is recognized as a leader in helping organizations stop AI-powered threats across AI and agents, email and collaboration tools, and hybrid networks, while enabling them to safely innovate with AI. Contact Info

GlobeNewswire
May 21st, 2026
Darktrace named a Leader in the 2026 Gartner(R) Magic Quadrant(TM) for Network Detection and Response for second consecutive year.

Darktrace named a Leader in the 2026 Gartner(R) Magic Quadrant(TM) for Network Detection and Response for second consecutive year. May 21, 2026 11:30 ET | Source: Darktrace Cambridge, UK, May 21, 2026 (GLOBE NEWSWIRE) - Darktrace, a global leader in AI for cybersecurity, today announced it has been recognized as a Leader in the Gartner(R) Magic Quadrant(TM) for Network Detection and Response (NDR) for the second consecutive year. Darktrace is the only vendor to be recognized as both a Leader in the 2025 and 2026 Gartner(R) Magic Quadrant(TM) and a 2025 Customers' Choice for Network Detection and Response (NDR). Govcloudnetwork believe this recognition reflects Darktrace's sustained ability to execute, adapt and deliver outcomes as the NDR market evolves, while underscoring continued confidence in its approach to helping organizations detect, investigate and respond to threats across complex environments. Darktrace takes a unique approach to NDR, using Self-Learning AI(TM) to continuously learn each organization's normal patterns of activity and detect deviations in real time. This enables a more proactive and pre-emptive model of network security, helping teams identify early signs of risk, including identifying malicious activity before public vulnerability disclosures, and respond before threats escalate. Darktrace continues to innovate across its NDR capabilities, advancing how AI can help security teams detect, understand and respond to emerging threats. Recent innovations include DIGEST, a new machine learning model used by Darktrace's Cyber AI Analyst(TM), that is trained on over one million anonymized incident graphs to predict which incidents are most likely to escalate. DIGEST combines Graph Neural Networks (GNNs) to interpret incident structure with Recurrent Neural Networks (RNNs) to analyze how incidents evolve over time, helping to reliably identify high-risk threats at the earliest stages - a key element in Darktrace's ability to detect unknown and zero-day threats. Darktrace believes this recognition underscores the strength of its unique multi-layered approach to AI, first introduced in 2013, combining supervised and unsupervised machine learning, behavioral analysis, autonomous investigation and response to help organizations stay ahead of evolving threats that may be missed by traditional tools. Darktrace's inclusion in this Magic Quadrant follows recent recognition from customers, with Darktrace / NETWORK(TM) recognized as the only Customers Choice Vendor in the 2025 Gartner(R) Peer Insights(TM) for Network Detection and Response. Darktrace is the most-reviewed NDR solution on Gartner(R) Peer Insights(TM) with a 4.8 out of 5 rating based on 612 real customer reviews as of 20th May 2026. Customers highlight: * "The product excels at detecting anomalous network behavior using AI-driven models and provides real-time visibility into inbound/outbound traffic. The real advantage is the autonomous response feature, helping contain threats without manual intervention. The dashboards are intuitive and offer clear visualization of network activities." - IT Security & Risk Management Associate, Software Industry * "The system learns our network behavior and identifies unusual patterns without relying solely on predefined signatures. This gives us confidence in identifying emerging threats early." - IT Security and Risk Management Manager, Retail Industry * "Darktrace NDR has excellent model-based detection capabilities across various MITRE attack scenarios and support with many third-party integrations. It has assisted with proactive detection of real-world threats to ensure prompt incident response actions." - Cyber Operations Lead, Media Industry * "Darktrace Network provides strong visibility and protection across the entire network, using AI-driven analysis to detect anomalous and abnormal behaviours and potential threats in real time. Its ability to adapt dynamically makes it a powerful solution for defending against both known and unknown attacks." - Cybersecurity Specialist, IT Services Industry "As AI adoption accelerates, organizations are securing increasingly complex environments where identities, SaaS applications, cloud services, and network activity are more interconnected than ever," said Chris Kozup, Chief Marketing Officer, Darktrace. "Darktrace helps security teams move beyond reactive detection by learning each organization's unique business, identifying both known and unknown threats and responding autonomously before incidents escalate. We are proud to be recognized as a Leader by Gartner for the second year in a row, and believe our position reflects our continued AI innovation and proven delivery of security outcomes for customers and partners worldwide." Additional Resources Disclaimer: The 2026 Gartner(R) Magic Quadrant(TM) for Network Detection and Response (NDR), Thomas Lintemuth, Charanpal Bhogal, Nahim Fazal, 18 May 2026. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner's business and technology insights organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. Gartner and Magic Quadrant are trademarks of Gartner, Inc., and/or its affiliates. About Darktrace Darktrace is a global leader in AI for cybersecurity that keeps organizations ahead of the changing threat landscape every day. Founded in 2013, Darktrace provides the essential cybersecurity platform protecting organizations from unknown threats using its proprietary AI that learns from the unique patterns of life for each customer in real-time. The Darktrace ActiveAI Security Platform(TM) delivers a proactive approach to cyber resilience to secure the business across the entire digital estate - from network to cloud to email. It provides pre-emptive visibility into the customer's security posture, transforms operations with a Cyber AI Analyst(TM), and detects and autonomously responds to threats in real-time. Breakthrough innovations from its R&D teams in Cambridge, UK, and The Hague, Netherlands have resulted in over 250 patent applications filed. Darktrace's platform and services are supported by over 2,300 employees around the world who protect nearly 10,000 customers across all major industries globally. Contact Info

Calcalist Tech
Apr 22nd, 2026
Wiz takes center stage in Google's AI security overhaul.

Wiz takes center stage in Google's AI security overhaul. Expansion comes as cyberattack timelines shrink to seconds, company data shows. 20:51, 22.04.26 Just one month after completing its $32 billion acquisition of Wiz, Google is already weaving the Israeli cloud security company deeper into its core product strategy. At its Google Cloud Next '26 conference, the company unveiled a broad set of security updates, with Wiz positioned at the center of a push to adapt to what executives describe as a rapidly shifting threat landscape driven by artificial intelligence. The announcements included new AI-driven security agents, expanded threat intelligence capabilities and a series of integrations that extend Wiz's reach beyond Google's own cloud infrastructure into rival platforms. Google said new data shows how quickly that environment is evolving. According to its M-Trends 2026 report, the time between an initial breach and the involvement of a secondary attacker has shrunk dramatically, from eight hours three years ago to just 22 seconds today, a shift that the company argues requires fundamentally different defensive tools. To address this, Google introduced three new AI agents within its Security Operations platform, now in preview. These include a Threat Hunting agent designed to identify previously unseen attack patterns, a Detection Engineering agent focused on closing gaps in coverage, and a Third-Party Context agent that incorporates external intelligence into analysts' workflows. These additions build on an existing Triage and Investigation agent, which the company said has processed more than five million alerts over the past year, reducing analysis times from around 30 minutes to roughly one minute. Alongside these tools, Google expanded its threat intelligence offering to include dark web monitoring, which it said has demonstrated high accuracy in internal testing, and announced new integrations with partners including Darktrace, Gigamon and SAP. But the most notable developments centered on Wiz. The company's platform is being extended to cover additional environments, including Databricks, as well as a growing ecosystem of AI agent-building tools. These include platforms operated by Amazon Web Services, Microsoft, Salesforce and Google itself, a move that reinforces Wiz's role as a cross-platform security layer rather than a product confined to a single cloud provider. Further integrations connect Wiz with services such as Apigee, Cloudflare's AI security tools and Vercel, while new features are aimed specifically at the emerging AI development lifecycle. Among them is a planned integration that embeds Wiz's scanning capabilities directly into development platforms, allowing vulnerabilities and misconfigurations to be identified during the building process. Additional tools are designed to analyze AI-generated code and prompts before deployment, and to map the growing array of AI models, frameworks and tools used within organizations.

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