Five challenges to continuous PCI compliance are misunderstanding what PCI compliance means, treating it as an audit process rather than a standard, scoping compliance too broadly, treating it as point-in-time rather than ongoing, and failing to automate tools to generate evidence of compliance. Organizations should view PCI as a security best practice rather than a compliance program and work to continuously reduce their sensitive data scope.