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AWS Machine Learning Blog
AWS Machine Learning Blog
7/20/2026
Evolving from legacy BI to agentic AI at Tradeshift with Amazon Quick

Evolving from legacy BI to agentic AI at Tradeshift with Amazon Quick

Short summary

Tradeshift replaced its legacy BI tool with Amazon Quick's agentic AI capabilities, achieving query response times up to 30x faster and a 40% reduction in total cost of ownership. The shift also turned embedded analytics into a revenue-generating product. The post provides a concrete case study of migrating from traditional BI to agentic AI.

  • Tradeshift replaced legacy BI with Amazon Quick agentic AI
  • Query response times improved up to 30x with 40% TCO reduction
  • Embedded analytics became a revenue-generating product

Generated with AI, which can make mistakes.

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