DevOps teams have built automated, repeatable processes for much of the development pipeline. But test data bottlenecks continue to plague otherwise efficient CI/CD workflows yet are surprisingly overlooked when evaluating the speed of the value stream.
Legacy ticketing systems and coordination to provision and refresh test data create a tremendous drag on release velocity. And manual processes for de-identifying sensitive information are slow and error-prone. PII data can easily leak into test environments.
API-driven test data delivery and compliance improve the flow of the entire software lifecycle. Treating data like code eliminates data wait states, delivering and refreshing data over 90% faster than outdated processes. Integrating data automation into the CI/CD toolchain breaks the data bottleneck so continuous integration can truly scale.
Watch this webinar to learn how to learn how a programmable data infrastructure ensures test data can keep pace with high-velocity development and improve development productivity: