AWS Turns 18-Tab Pricing Spreadsheet Into AI Chatbot

AWS's AI chatbot simplifies cloud pricing analysis by translating questions into its 18-tab spreadsheet.

Oct 21, 2026

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AWS Turns 18-Tab Pricing Spreadsheet Into AI Chatbot

AWS's AI chatbot simplifies cloud pricing analysis by translating questions into its 18-tab spreadsheet.

In brief

AWS's AI chatbot simplifies cloud pricing analysis by translating questions into its 18-tab spreadsheet. AWS created an AI chatbot to help pricing analysts evaluate discounts and payment terms without changing its 18-tab spreadsheet model. Originally reported by Startup Fortune.

AWS Pricing Model

AWS pricing analysts used to evaluate customer discounts, payment terms and break-even points by opening an Excel workbook with 18 separate tabs.

AI Chatbot Launch

AWS has wrapped that model in a natural-language chatbot, according to Fortune, which first reported the change on October 8.

Chatbot Functionality

Chatbot Functionality

Employees can ask it questions like what happens to a deal if the price drops 20% or where the break-even point sits if payment terms stretch over three years.

John Felton's View

AWS CFO John Felton described the project as a signal of where AI inside the company is actually heading.

AI Shift in Conversations

Two years ago, customer conversations about ai centered on productivity and cost-cutting; now they shift toward riskier uses of ai to redesign money-moving workflows.

Pricing Importance

AWS posted $42.2 billion in second-quarter revenue, up 36.7% year over year, with ai revenue growing at a triple-digit clip.

Accountability Concerns

AWS hasn't published details on the approval chain sitting on top of the chatbot's output, and fortune's reporting doesn't address it either.

AWS's Management Approach

Felton is betting that people closest to a clunky process understand its friction better than anyone issuing directives from above.

The key point

AWS created an AI chatbot to help pricing analysts evaluate discounts and payment terms without changing its 18-tab spreadsheet model.

Read the original on Startup Fortune

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