Evolving from legacy BI to agentic AI at Tradeshift with Amazon Quick
Tradeshift replaced legacy BI with Amazon Quick, achieving 30x faster queries and 40% lower TCO
“turned embedded analytics into a product that generates revenue”
Tradeshift migrated from an in-house BI tool to Amazon Quick, AWS's agentic AI workspace, achieving 30x faster query response times and a 40% reduction in total cost of ownership. The platform enabled natural language querying and automated multi-step workflows, eliminating manual CSV exports and custom report bottlenecks. While a solid enterprise AI adoption case, this is primarily a vendor case study rather than a broad industry signal.