Intelligent Cloud Governance: Automating Compliance and Policy Management Using Large Language Models

Abstract

Ensuring regulatory compliance and enforcing governance policies in cloud environments is a major challenge for organizations operating across multiple jurisdictions. This paper presents an LLM-powered compliance automation framework, designed to interpret, validate, and enforce cloud policies in real-time. By leveraging advanced NLP techniques, the system continuously monitors infrastructure configurations, audits policy violations, and recommends remediation steps. The proposed approach improves compliance adherence by 50%, reducing manual intervention and regulatory risks, while enabling efficient, policy-driven cloud operations.