Check Your Exposure
Advanced AI-driven cybersecurity threat detection and prevention solutions by SpyCloud.

PRODUCT: AI INSIGHTS

AI-Powered Identity Threat Protection

SpyCloud’s AI is a deeply integrated intelligence layer operating continuously across billions of recaptured identity artifacts, using tradecraft-informed models to surface unseen threats and automatically trigger protection across your identity and security stack. Because in today’s threat landscape, the window between exposure and criminal exploitation is measured in seconds, not days.
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Cybersecurity threat analysis and exposed data monitoring tools for protecting online accounts.
Advanced AI-driven cybersecurity threat detection and prevention solutions by SpyCloud.

What makes SpyCloud AI fundamentally different

Automated protection that’s only possible after a decade of infiltrating the criminal underground..

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An unmatched data foundation

SpyCloud AI is powered by hundreds of billions of real identity artifacts recaptured from breaches, malware logs, phishing campaigns, and closed criminal sources from 10+ years – the exact artifacts attackers use in targeted attacks.

No equivalent data = no equivalent AI.

Analyst-informed, tradecraft-driven AI

SpyCloud AI encodes the intuition and methodologies of veteran cybercrime investigators, mirroring how expert analysts correlate fragmented identity data across time and identify meaningful patterns. 

The result: accurate, contextualized, finished intelligence in seconds.

Hyper-focus on identity

SpyCloud’s platform is laser-focused on real identity risk. We understand, surface, and act on real-time exposures, credential reuse, and the personal-corporate identity overlap that other solutions aren’t built to detect.

It’s specialization that changes the outcome.

Built for action

SpyCloud’s AI is designed to do something about the imminent identity threats to your workforce and customers via your existing IdP, SIEM/SOAR, and EDR.

Intelligence without action is trivial. SpyCloud delivers defense.

SpyCloud is a cheat code – from one data point to the answer.

Senior Cyber Threat Researcher, Datadog
TRUSTED BY HUNDREDS OF GLOBAL INDUSTRY LEADERS
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HOW IT WORKS

How SpyCloud’s AI manifests within our platform

Attacks don’t start in your environment – they start with exposed identity data circulating in the underground. SpyCloud’s AI is built to monitor that reality continuously, then correlate fragmented identity signals across time and context, and automatically trigger protection before identities are abused.

This isn’t alerting; it’s a closed-loop system that turns raw criminal data into preventive action at machine speed.

AI-POWERED INGESTION

We continuously ingest actionable identity artifacts from the criminal underground, malware logs, phishing campaigns, and breach sources – including sources only SpyCloud can access. 

AUTONOMOUS IDENTITY CORRELATION

We connect fragmented data across 95,000+ sources to form holistic digital identities representative of past and present exposures that represent current threats.

FINISHED INTELLIGENCE

We turn a single selector into accurate, transparent, and verifiable analysis that augments analyst workflows and eliminates time-consuming manual work.

AUTOMATED RESPONSE

We trigger protective workflows for high-risk identities across your existing security and identity tools.

Next steps

Your most targeted people are already exposed. Find out who – and fix it with SpyCloud. Get a demo today.

SpyCloud AI FAQs

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SpyCloud AI FAQs

SpyCloud’s AI is an orchestrated system of specialized AI capabilities. Identity correlation, investigation automation, tradecraft reasoning, and pattern recognition are handled by purpose-built components that work together continuously. This modular approach mirrors how expert investigators operate – and allows SpyCloud to evolve capabilities independently alongside cybercriminals’ tactics.

Many threat intelligence tools use AI to summarize indicators. SpyCloud AI uses real-world identity exposure data trigger protection. The difference is:

  • Evidence, not indicators
  • Identity context, not generic threat signals
  • Action, not feeds

SpyCloud AI operates across hundreds of billions of recaptured identity artifacts collected over 10+ years from breaches, malware logs, phishing datasets, and closed criminal sources.

This includes:

  • Credentials and API keys
  • Session cookies and authentication artifacts
  • PII and financial data
  • Device and infection telemetry

This is real attacker-used data – not simulations, honeypots, or open-source feeds.

No. SpyCloud does not use customer data for AI training. All models operate on externally recaptured identity exposure data and investigator tradecraft. The platform is designed with privacy by design principles and complies with GDPR, CCPA, and other regulatory requirements.

SpyCloud AI is fully explainable and evidence-based.

Every insight:

  • Is traceable to specific source artifacts
  • Includes context on why an exposure matters
  • Can be independently verified by analysts

The goal is to augment human decision-making.

SpyCloud AI reduces risk by acting earlier in the attack chain. Instead of detecting abuse after credentials are used, it identifies identity exposure before exploitation and automatically triggers protective workflows. Customers consistently see reductions in account takeover, fraud, and investigation time as a result.

SpyCloud is designed to be action-oriented and ecosystem-friendly. It integrates with identity providers, SIEM/SOAR platforms, and EDR/ITDR tools to:

  • Trigger password resets and session termination
  • Enforce step-up authentication
  • Automate response and containment workflows

No. While investigation tradecraft is a visible and proven use case, SpyCloud AI operates across the entire platform, powering workforce protection, consumer risk, fraud detection, insider threat analysis, ransomware prevention, and more. Investigations are one expression of the platform – not the limit of it.