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Snyk AI Security Platform

Security at machine speed.

The Snyk AI Security Platform

Snyk’s AI-native and agentic platform helps organizations secure and govern development to unleash productivity, reduce business risk, and accelerate software delivery for the age of AI.

Snyk is the AI Security Fabric — an invisible, intelligent layer providing continuous, autonomous defense across the entire SDLC. The Snyk AI Security Platform delivers that Fabric, and Evo is the platform layer for securing agentic development and AI applications.


Evo Agent Security

AI-native security orchestration — securing the code AI writes, the models and agents it runs, and the applications it builds.

Secure the AI workforce powering modern development

Agentic Development Security (ADS)

Govern what agents use, what they do, and what they generate by validating external tools before they are used, governing agent behavior during execution, and securing code at the moment it is created.

Total visibility and machine-speed governance for AI applications

AI Security Posture Management (AI-SPM)

The centralized command center for your AI security posture. Replace manual reviews with automated, code-first governance that turns business intent into enforceable guardrails.

Proactive defense through AI-native simulation

Continuous Offensive Security (COS)

Find the architectural flaws and chained business-logic vulnerabilities that are hard to detect with traditional scanners with AI Pentesting and Red Teaming — before attackers exploit them.

Security engines powering deterministic validation

A new generation of builders — humans, models, and autonomous agents — now creates software together. When creation accelerates beyond human speed, risk accelerates with it. Even the most capable model in the world cannot be trusted to govern its own cybersecurity output at scale. Snyk's AI Security Platform uses a mix of proprietary security engines, self-hosted models, and third-party frontier models through secure connections.

Deterministic validation

Snyk pairs frontier-model reasoning with deterministic engines and a decade of curated security intelligence to give AI-generated code the confidence, repeatability, and governance enterprises need.


Cross-tool governance

Developers use a stack of AI tools and coding agents — Claude, Cursor, Copilot, Codex, Windsurf. Anthropic only governs Claude; OpenAI only governs its own. Snyk is the security fabric across the coding agent stack.

Security intelligence flywheel

Snyk uses frontier models to find novel vulnerability patterns, then backports those findings into its deterministic engines. Customers get frontier-quality detections at deterministic speed. 

Improved outcomes for AI fixes

Snyk adds its security intelligence on top. On its own, Claude Sonnet 4.6 produces a secure and functional fix ~72% of the time; with Snyk intelligence layered on, that "merge-ready" rate climbs to ~82% inside Snyk Agent Fix.

In AI security, detection was never the bottleneck. By pairing Claude's capabilities with Snyk, enterprises can turn high-fidelity findings into action inside the workflows where software is built.

AnthropicAnthropic

Jason Clinton

Deputy CISO, Anthropic

The prescriptive path to operationalize AI security

Bridge the gap between developer velocity and security governance with a defined, 6-step path to operationalize security at machine speed.

Stabilize by eliminating blind spots and stopping the bleeding

Step 1: Foundational visibility 

Automatically discover and inventory every asset—including code, dependencies, and AI models.

Step 2: Prevention and AI guardrails 

Enforce 'Secure at Inception' guardrails across AI assistants, IDEs, and pipelines to prevent vulnerabilities before they enter the codebase.

Optimize by focusing on what matters and fixing at machine speed

Step 3: Strategic prioritization 

Pinpoint exploitable risks using deep application intelligence, risk scores, and reachability analysis to focus on what truly threatens the business.

Step 4: AI-accelerated remediation 

Empower developers with trusted, AI-powered "one-click" fixes directly in the IDE and pull request to dramatically accelerate the fix rate and burn down your security debt.

Scale the program and deploy autonomous defense

Step 5: Governance and measurement 

Sustain the program with automated policy enforcement and actionable analytics to track risk reduction, developer adoption, and prove ROI.

Step 6: Agentic orchestration 

Deploy Evo, the agentic security orchestrator, to future-proof your defense and provide autonomous, runtime protection for non-deterministic AI-native applications.

Future-proof your AI transformation

Every company is moving toward AI, and security has to move with it. Snyk is ready to support our AI initiatives by protecting us as we adopt and experiment with AI. That's exactly the kind of partner we want for this next phase.


Leon Direito

CISO, Yalo

Additional resources

White Paper

Secure Every Layer, Empower Every Team: The Unified Snyk Platform

Blog

Snyk Named a Leader in the 2025 Gartner® Magic Quadrant™ for Application Security Testing

Snyk is recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Application Security Testing (AST), validating our developer-first approach and comprehensive platform for securing the modern SDLC.

eBook

From Shift Left to Secure at Inception: The Evolution of AppSec in the Age of AI

Can you trust what you’re shipping?

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See Snyk in action

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Get in touch

Questions about the platform or where to start? We'd love to talk through your AI security program.

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