Petabyte-Scale Query Aggregation Reducing Cloud Costs by 38%
Multi-tenant cloud data platform orchestrating automated DuckDB cache partitions and serverless compute clusters across AWS and GCP.
38% decrease in customer monthly warehouse billing
P95 query response time accelerated from 4.2s to 180ms
SOC2 Type II certified infrastructure delivery
The Challenge
Strata's enterprise customers were running into runaway Snowflake bills due to unoptimized analytical queries scanning unpartitioned historical partitions.
The Engineering Solution
We implemented an automated query optimizer and local Arrow/DuckDB caching layer that serves 80% of repetitive operational queries with zero cloud warehouse compute consumption.
Technologies Deployed
Terraformic Geospatial Map
60 FPS 3D Terrestrial Shaders Rendering 40M Data Points
Ready to Architect Something Extraordinary?
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