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.
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.
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.
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.