The Matillion white paper Unlocking Data Productivity outlines how DataOps helps teams deliver high-quality insights faster by applying DevOps principles to data pipelines. It highlights challenges of siloed teams, manual processes, and costly errors, and introduces the Data Productivity Cloud to simplify collaboration, automation, and deployment. Core practices include version control, CI/CD, infrastructure as code, testing, and environment-specific configurations. Best practices stress role-based access, Git integration, strong documentation, and dynamic configuration for safe rollouts. The goal: scalable, reliable, and business-aligned data pipelines.

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