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

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.

• Explore how to make your organization nearly three times more likely to achieve high performance with a strategic shift-left in data integration.
• Dive into persistent challenges impeding data excellence and growing trends in data pipeline and architecture approaches.
• Discover how the emerging shift-left design pattern transforms data architectures, creating smart, reliable, and reusable data products.
• Learn how data streaming platforms modernize data pipelines and reduce costs through in-flight data processing, enabling shift-left lakehouses and warehouse enrichment.