A practical guide to implementing compliance as code

Organizations struggle with compliance during audits despite having automated systems because traditional compliance methods, reliant on static reports and manual evidence collection, cannot keep pace with dynamic modern systems. The concept of Compliance as Code (CaC) seeks to address this by integrating compliance into the software lifecycle through versioned policies, continuous checks, and observable evidence, making compliance an intrinsic attribute of the system rather than a separate process. However, CaC faces challenges as different stakeholders—GRC teams, security engineers, developers, and auditors—interpret it through disparate lenses, leading to fragmented efforts and a lack of shared standards. The ephemeral nature of modern systems further complicates compliance, as traditional models struggle to track short-lived workloads and identities, resulting in audit drift. By expressing compliance requirements as code and automating checks, organizations can achieve continuous compliance, where audit evidence is readily available and compliance is maintained without manual intervention, transforming audits into ongoing visual validations rather than sporadic efforts.