Prose2Policy (P2P) is an advanced LLM-powered tool that seamlessly converts natural-language access control policies (NLACPs) into executable Rego code, aligning with Open Policy Agent (OPA) standards. This modular, end-to-end solution encompasses policy detection, component extraction, schema validation, linting, compilation, and automated test generation and execution. P2P effectively bridges the gap between easily understandable access requirements and machine-enforceable policy-as-code (PaC), ensuring robust deployment reliability and auditability. Evaluated against the ACRE dataset, Prose2Policy achieved an impressive 95.3% compile rate for valid policies. Additionally, it demonstrated an 82.2% pass rate in automated positive tests and a 98.9% pass rate in negative tests. These findings confirm that Prose2Policy generates syntactically valid and behaviorally consistent Rego policies, making it an optimal choice for Zero Trust architectures and compliance-focused environments. Enhance your policy management with Prose2Policy for secure, efficient, and reliable access control solutions.
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