
AI Agent for eCommerce Analytics: Ask the Store With Evidence (2026)
Why did apparel drop? Ask with five named tools and a time window, without a warehouse dump or a TikTok story. We are not publishing a 40% insight lift.
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Why did apparel drop? Ask with five named tools and a time window, without a warehouse dump or a TikTok story. We are not publishing a 40% insight lift.
QuickSight is not a Looker or Tableau replacement, but for analytics added onto the AWS data plane it is the path that does not require a new vendor contract. Data sources, SPICE performance, embedded analytics, row-level security, and dashboards that survive scale.
S3 + Glue + Athena is the canonical AWS data-lake stack. It's also the one teams over-engineer the fastest. A reference architecture with the partitioning scheme, the Glue crawler config, and the Athena cost guardrails that keep query bills predictable as the lake grows.
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