Canva has experienced rapid growth, leading to complex engineering challenges with their data platform. They use Snowflake for storing and querying data, handling over 25 petabytes and 90 million queries monthly. To manage costs, Canva developed a robust monitoring system around Snowflake usage, integrating tools like dbt and AWS S3. This system allows them to track detailed query metrics and optimize their data platform efficiently.
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