Zenable provides an AI-native code governance platform that creates self-improving guardrails to enforce code quality, security, and business logic standards across development workflows. The platform integrates with AI coding agents and IDEs like Claude Code, Cursor, and VS Code, automatically learning from organizational knowledge to ensure consistent compliance. It offers automated PR summaries, custom requirement enforcement, and works across any IDE or agent with the same policies.
Funding
Funding not disclosed
Founders
Product
Problem
As development teams increasingly rely on AI coding agents, ensuring these agents consistently follow organizational standards, security requirements, and business logic becomes difficult. Without proper governance, AI-generated code can introduce vulnerabilities, violate coding standards, and fail to meet product requirements, creating significant review overhead and compliance risks.
Solution
Zenable provides an AI-native governance platform that creates self-improving code verifiers and guardrails to standardize and enforce code quality across development workflows. The platform automatically learns from organizational documents, codebases, and policies to generate machine-readable guardrails that work natively with AI coding agents like Claude Code. It integrates directly into pull request reviews and AI IDEs, ensuring developers and AI agents follow both product and security requirements simultaneously. The system combines static analysis with agent-based review to catch security issues, business logic flaws, and coding standard violations, while telemetry data helps refine and improve the guardrails over time.
Target Audience
Primary customers are software engineering teams and organizations using AI coding agents who need to enforce code quality, security, and compliance standards across their development workflows, from individual developers to enterprise organizations with 100+ developers.
Features
- Self-improving guardrails that automatically learn from organizational code, documentation, and policies
- Native integration with AI IDEs including Claude Code, Cursor, VS Code, Antigravity, Codex, Devin Desktop, Kiro, and Goose
- Automated PR summaries and custom PR guardrails for enforcing specific requirements
- Static analysis combined with agent-based review for comprehensive code checking
- Telemetry-driven insights showing what's working and what isn't for continuous improvement
- API access and CLI tool with git hook integrations for flexible workflow integration
- Custom context support for tailoring guardrails to specific organizational requirements
- Dedicated runtime environment and custom branding options for enterprise deployments