Compliance guardrails for AI-generated code
Compliance often feels like a complex barrier for developers, a landscape of regulations disconnected from the daily work of building software. Read more about what compliance means for the SDLC and how SonarQube can help in our developer guide.

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How do you measure code compliance?
Meeting compliance requirements like PCI DSS, STIG, SOC 2, CRA, or HIPAA is a high-stakes, non-negotiable requirement for many organizations. Yet proving compliance at the code level is often a manual, time-consuming, and error-prone process for developers.
Standards enforcement
Compliance standards can be applied inconsistently across projects containing human-written or AI-generated code.
Difficult audit evidence
Manually gathering evidence for audits is a painful, disruptive fire drill that pulls teams away from innovation.
Business risk
Non-compliance can lead to significant financial penalties, reputational damage, and loss of business.
Late discovery of issues
Finding compliance gaps late in development cycles require significant rework and can delay critical releases.
SonarQube automates your path to provable code compliance
SonarQube takes the guesswork out of following compliance standards, automates the process of ensuring code quality consistently, and generates the evidence developers need for meeting compliance, all within existing development workflows. SonarQube provides the gold standard for code quality to meet compliance obligations.
Centralized criteria management
Enforce your specific compliance and quality rules consistently for every developer and every AI coding tool.
Automatic audit trail
Generate a paper trail for all code issues found, providing a clear record of detection and remediation.
Streamlined reporting
Easily prove that code contributions from both developers and AI solutions comply with regulatory and industry standards.
See it in action!
Take a tour of SonarQube's reporting features
"SonarQube Server helps us with compliance, and is an easy-to-use tool for analysis"
Karina Hernandez, IT/System Administrator
Resources
Full coverage of MISRA C++:2023
SonarQube provides an intelligent, high-precision, and integrated solution for development teams to achieve full, friction-free compliance with the MISRA C++:2023 coding standard for C++17 safety-critical applications.
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How SonarQube enables DORA compliance for financial institutions
With the Digital Operational Resilience Act (DORA) now fully in effect across the European Union, financial institutions must demonstrate robust cybersecurity and operational resilience capabilities.
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Cyber Resilience Act: Navigating speed and security with AI-coding
Modern software development is caught between two powerful forces. On one hand, generative artificial intelligence (AI) coding tools are supercharging development velocity at the expense of rigorous security review.
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