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

Tradeshift deployed Amazon Quick with agentic AI capabilities to replace their legacy BI tool. This transition resulted in query response times up to 30 times faster, a 40 percent reduction in total cost of ownership, and transformed embedded analytics into a revenue-generating product.

HotLaunchHigh-signal source

Signal trust

High-signal sourceSingle sourceEarly signal

Market reactionAMZN ↓ -0.49% by next close

Before $251.27After $250.03

PublishedMonday, July 20, 2026 at 6:56 PMJul 20, 06:56 PM

Freshness20h live

Story ID#5218

Back to feed Original report

Business briefing

A structured operator read: what happened, why it matters, who is affected, and what to watch next.

What happened

Tradeshift deployed Amazon Quick with agentic AI capabilities to replace their legacy BI tool. This transition resulted in query response times up to 30 times faster, a 40 percent reduction in total cost of ownership, and transformed embedded analytics into a revenue-generating product.

Why it matters

Faster query responses and lower costs improve operational efficiency and reduce expenses. Additionally, turning embedded analytics into a product creates new revenue streams, enhancing business value.

Business impact

The deployment led to significant performance improvements and cost savings, while enabling Tradeshift to monetize analytics capabilities, thereby increasing profitability and competitive advantage.

Who is affected

Teams tracking AI Agents, Agents, product strategy, operations, and market positioning.

Operator take

Businesses relying on legacy BI tools should consider adopting agentic AI solutions like Amazon Quick to achieve faster data insights, reduce costs, and unlock new revenue opportunities through embedded analytics.

What to watch next

AMZN ↓ -0.49% by next close

Confidence levelLow

Sources

AWS Machine Learning Blog AI BriefWire editorial record

Source preview

Server-side extracted preview paragraphs from the original source.

In this post, we describe how Tradeshift deployed Amazon Quick with agentic AI capabilities to replace our legacy BI tool, resulting in query response times up to 30 times faster, a 40 percent reduction in total cost of ownership, and turned embedded...

The source did not expose a stable full-text body. The complete AI BriefWire briefing is available above; use Read original for the full source article.

Read original