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Report

Evolution of Data Architecture - Optimizing Data Analytics Pipelines with Shift-Left

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Are you struggling with fragmented data, pipeline sprawl, and the constant battle against bad data and stale insights?

Traditional data architectures are failing to keep pace with demands for fast, accurate, and joined-up business insights, especially with the rise of AI. It's time for a fundamental rethink in how data pipelines are designed.

Download this report that discusses research findings from surveying 400+ data practitioners and leaders worldwide on their biggest challenges and potential solutions.

  • Learn how a strategic shift-left in data enables 3X high-performance
  • Explore persistent data challenges and new data pipeline trends to address them
  • Discover the emerging shift-left paradigm to build smart, reusable data products
  • Learn how data streaming platforms modernize data pipelines and reduce costs

Ready to build better data architectures and accelerate time to value?

Download the report now!