The 3 Challenges of Streaming Data Pipelines (and How to Overcome Them) ebook from Snowflake explores how organizations can gain competitive advantage through real-time data processing—while acknowledging common obstacles: 1) scattered systems that complicate pipeline management, 2) the misconception that streaming must mean millisecond latency, and 3) high-maintenance architectures with steep learning curves. Snowflake proposes a unified platform that merges batch and streaming, supports SQL/Python, reduces complexity, and scales efficiently. This approach helps businesses meet latency needs cost-effectively, enabling broader adoption of streaming use cases without sacrificing simplicity or governance.

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