Unified visibility, continuous behavioral monitoring, and autonomous response across your entire enterprise – so you can secure AI, people
and infrastructure in real time.
Secure the modern
enterprise in the AI era
The complete AI security platform
Built to understand your organization
Real Time AI Analyst
360° Insights
AI
We secure deployment, management, and development across all your AI systems and agents.
People
We secure phishing, account takeover, data exfiltration, and human risk across email and every collaboration tool.
Infrastructure
We secure visibility, detection, and response across your network, cloud, and OT environments.
Unique Behavioral Profile
Adaptive AI
Our proprietary AI technology
Frontier AI, MCP, & SaaS Data
Email and Collaboration Data
Network, Endpoint, Cloud, and Identity Data
The Darktrace Behavioral Defense Platform
Security operations
Behavioral security. Proven outcomes.
From emerging AI risk to faster investigations and SOC efficiency, the Darktrace Behavioral Defense Platform delivers measurable results across the enterprise.
8
days before
public disclosure
public disclosure
Darktrace detects and contains novel threats an average of eight days before they are publicly disclosed
Source: Darktrace research10
faster incident response
x
Real-Time AI Analyst enables SOC teams to investigate and respond to incidents ten times faster
Source: Darktrace research30
Equivalent of up to additional analysts
Real-Time AI Analyst provides up to 50,000 additional hours of Level 2 investigation and written reporting each year
Source: Darktrace research
Behavioral security
Powered by
Adaptive AI
Adaptive AI continuously learns the distinct behaviors, relationships, and operational patterns of every enterprise it protects, building a unique behavioral profile that no other vendor can replicate.
This business-specific understanding enables faster detection of anomalies and novel threats, richer cross-domain investigation, and precise response to emerging threats.
Discover Adaptive AI
Core differentiators
From visibility to autonomous threat response
Unique behavioral profile
Find out more
Our intelligence layer. An evolving representation of how your organization behaves, connects, and operates across AI, people, and infrastructure.
Our intelligence layer. An evolving representation of how your organization behaves, connects, and operates across AI, people, and infrastructure.
360° Insights
Find out more
Our visibility layer. Bringing together behavioral context from across the digital estate to provide a correlated, real-time understanding of risk.
Our intelligence layer. An evolving representation of how your organization behaves, connects, and operates across AI, people, and infrastructure.
Real-Time AI Analyst™
Find out more
Our autonomous layer. Behavioral understanding detects, investigates, prioritizes, and responds to meaningful deviations
Our intelligence layer. An evolving representation of how your organization behaves, connects, and operates across AI, people, and infrastructure.
Our products
Protecting every layer of the enterprise
/ SECURE AI
We secure deployment, management, and development across all your
AI systems and agents.
Find out more
/ HYBRID NETWORK
We secure visibility, detection, and response across your network, cloud, and OT environments.
Find out more
/ EMAIL
We secure phishing, account takeover, data exfiltration, and human risk across email and every collaboration tool.
Find out more
Core differentiators
Unique behavioral profile
The intelligence layer, an evolving representation of how an organization behaves, connects, and operates across AI, people, and infrastructure — unique to every environment, continuously learning in real time and more accurate with every interaction.
- Adaptive AI continuously learns the normal behavior of users, identities, AI systems, applications, devices, workloads, and operational technology.
- Identifies subtle, novel, and fast-evolving threats that static rules, signatures, and generalized models can miss.
Core differentiators
360° Insights
A continuously evolving visibility layer that correlates activity across AI, people, and infrastructure to provide a connected view of insights and threats across your entire digital estate.
- Connects activity across AI, email, collaboration, SaaS, identity, endpoint, cloud, network, and OT.
- Reveals attacks that cross environments as one connected incident, not a collection of isolated alerts.
Core differentiators
Real-Time AI Analyst™
The autonomous layer, detects, investigates, triages, and responds in real time, helping security teams reduce manual effort, prioritize what matters most, and accelerate containment – so threats are contained before they escalate.
- Automatically gathers evidence, correlates related activity, and produces a clear incident narrative.
- Supports precise, autonomous responses to contain threats while allowing normal business operations to continue.
Discover the Darktrace difference
Read the solution brief
10,000
Customers
Platform
Frequently
asked questions
What is a Behavioral Defense Platform?
A behavioral defense platform is a cybersecurity architecture that detects threats by learning what normal activity looks like for a specific organization, then flagging deviations from that baseline, rather than relying primarily on known signatures, rules, or threat indicators. This allows it to catch novel and unknown threats alongside known ones.
The Darktrace Behavioral Defense Platform applies this model across AI, people, and infrastructure, using Adaptive AI to build a continuously evolving, organization-specific behavioral baseline rather than a generic one.
How can a unified cybersecurity platform help businesses reduce security complexity?
A unified platform reduces complexity by correlating activity across previously siloed tools and domains under one data model, so security teams see connected incidents instead of piecing together fragmented alerts from separate systems manually.
The Darktrace Behavioral Defense Platform does this through 360° Insights, which correlates behavior across AI, people, and infrastructure into a single, connected view rather than a collection of disconnected events.
What are the benefits of consolidating cybersecurity tools into a single platform?
Consolidating tools into a single platform typically reduces alert fatigue, closes visibility gaps between domains, and lowers the operational overhead of maintaining and tuning multiple separate systems, while giving analysts more complete context for investigations.
Darktrace delivers this through one behavioral foundation – built on Adaptive AI – applied consistently across its AI, People, and Infrastructure solutions, rather than as separate products with disconnected detection logic.
How does behavioral cybersecurity differ from traditional cybersecurity approaches?
Traditional cybersecurity approaches primarily detect threats using known signatures, rules, or threat intelligence, which means they struggle with novel attacks that haven't been seen or classified before. Behavioral cybersecurity instead learns normal activity for a specific environment and flags deviations from it.
Darktrace's Adaptive AI builds this understanding from scratch for each organization, creating what it calls a Unique Behavioral Profile rather than applying a generic, globally trained model.
How does a unified cybersecurity platform improve visibility across the enterprise?
A unified platform improves visibility by ingesting and correlating activity from multiple domains, such as network, cloud, identity, and endpoint, into one behavioral model, rather than presenting them as separate, disconnected data sources security teams must manually cross-reference.
Darktrace's 360° Insights layer provides this correlated, real-time view across the full digital estate, connecting AI activity, user behavior, and infrastructure events within a single system.
How can a cybersecurity platform help reduce security tool sprawl?
Reducing tool sprawl means consolidating detection, investigation, and response capabilities that would otherwise require separate point solutions for each domain, which lowers licensing overhead and reduces the manual work of correlating alerts across disconnected tools.
The Darktrace Behavioral Defense Platform covers AI, People, and Infrastructure solutions under one architecture, powered by a shared Adaptive AI foundation instead of domain-specific products with separate detection engines.
How does AI-powered behavioral analysis improve threat detection and response?
AI-powered behavioral analysis improves detection by identifying activity that deviates from an organization's established norms, which allows it to surface unknown, novel, and insider threats that don't match any known attack pattern, something signature-based detection alone cannot do.
Darktrace's Real-Time AI Analyst uses this behavioral understanding to detect deviations, correlate related activity, prioritize genuine risk, and take autonomous, proportionate response actions in real time.
What should organizations look for in an enterprise cybersecurity platform?
Organizations evaluating an enterprise cybersecurity platform should look for consistent visibility across domains, detection that doesn't rely solely on known threats, autonomous response capable of acting at machine speed, and the ability to scale investigations without proportionally scaling headcount.
The Darktrace Behavioral Defense Platform is built around these requirements, combining Adaptive AI, a Unique Behavioral Profile, 360° Insights, and Real-Time AI Analyst into one architecture spanning AI, people, and infrastructure.
