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Test data wait times are slowing AI adoption more than code ever did

The New Stack Woody Evans

Organizations using AI to generate code rapidly are hitting a new bottleneck: test data access delays are slowing deployment, with 99% of enterprises waiting over a business day and 42% waiting weeks or months. A Perforce Delphix report found 98% of enterprises still rely on manual steps in test data provisioning, creating a velocity mismatch where AI-generated code sits unvalidated. Companies that automate end-to-end test data delivery with built-in governance and self-service access will outpace competitors by validating code as fast as it's generated.

Why it matters

We removed friction from code delivery and exposed a bigger one: test data delays. For years, the software delivery conversation The post Test data wait times are slowing AI adoption more than code ever did appeared first on The New Stack.

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