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Cloudflare details Town Lake, an internal unified data platform that processes approximately 91K billing queries where billing forms the majority of usage. The system utilizes a lakehouse architecture built on Trino, Iceberg, R2, and DataHub to enable governed cross-system analytics alongside Skipper, an AI analytics agent unifying access to operational, billing, security, and business data.
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