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Twilio built Odin, a multi-engine query platform using Amazon Athena and open-source Presto to address scalability and operational challenges in their 20 petabyte-scale Amazon S3 data lake. The platform abstracts Presto Gateway and supports diverse workload types, improving cost management and user experience. Athena's Presto and Trino compatibility allowed for seamless integration with existing systems.

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