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22 min read

Rethinking Data Lineage: Aligning Teams for Cost and Performance Optimization

admin
May 27, 2025

In this Data & Analytics Live session, “Rethinking Data Lineage: Aligning Teams for Cost and Performance Optimization,” Seemore Data CTO Guy Biecher breaks down how observability helps close the gap between business expectations and technical delivery. From usage-based lineage to team alignment and cost-performance wins, this is the mindset shift data leaders need.

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A data engineer, sitting in a modern high-rise office with a city skyline visible through large windows, is deep in thought. In front of him, a holographic interface displays a comparison between Gen1 and Gen2 Snowflake Warehouses. On the left, Gen1 Snowflake Warehouse is represented by stacked layers, implying its older architecture. On the right, Gen2 Snowflake Warehouse is shown with a cloud icon labeled with key features like "Elastic Compute" and "Separated Storage", highlighting its modern, optimized design. Thought bubbles float above the engineer's head, showing his internal deliberation on key factors: "Performance? Cost Optimization?" The image captures the moment of decision-making regarding the upgrade and modernization of a data platform.
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