CCPA: Understanding How Synthetic Data Can Help Achieve Compliance
Security Boulevard, Friday, January 16th, 2026
You've probably felt the pain of trying to move fast while navigating a growing maze of privacy rules. Data compliance is often framed as a legal checklist-but in reality, it's a systems challenge that plays out in your codebase, CI/CD workflows, and staging environments. How do you ensure privacy protections are embedded directly into the software development lifecycle?
The California Consumer Privacy Act (CCPA), enacted in 2018 and enforced since 2020, gives California residents more control over their personal information. CPRA, which came into effect in 2023, strengthens those protections further. Yet despite years of runway, only 11% of U.S. businesses are fully compliant.
You and your team can close that gap by building compliance into your infrastructure through CCPA compliance software and safe test data generation.