Fortune · 8 Oct, 12:33 · Artificial Intelligence briefing

AWS pricing team turns 18-tab Excel model into an AI chatbot to evaluate customer deals, CFO says

Amazon Web Services has replaced a complex, eighteen-tab Excel spreadsheet used for evaluating customer deals with an AI-powered chatbot.

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The briefing

The story
in brief.

What happened, who it affects, and why it landed on our intelligence desk — in plain English, sixty seconds or less.

Amazon Web Services has replaced a complex, eighteen-tab Excel spreadsheet used for evaluating customer deals with an AI-powered chatbot. According to the company’s CFO, this transition streamlines the pricing process, allowing teams to assess commercial opportunities more efficiently. The move highlights a broader industry shift where legacy, manual data handling methods are being superseded by automated, intelligent systems. This development underscores the growing importance of integrating artificial intelligence into core financial operations, reducing administrative burden, and enhancing decision-making speed for enterprise sales and finance professionals.

Employer demand for AI Strategy skills — indexed growth since 2019
Indicative index of skill mentions in professional job postings for the field this story moves (2019 = 1)

Your move

What this means
for your career.

Every headline redistributes opportunity. Here is who this one rewards — and how to be on the right side of it.

This shift signals that technical fluency in AI is no longer optional for finance and sales roles. Your ability to manage static spreadsheets is being replaced by the need to oversee dynamic, AI-driven models. Professionals in pricing, commercial strategy, and data analytics must prioritise understanding how AI interprets financial data. You should focus on bridging the gap between technical AI outputs and business strategy. Learn to validate AI recommendations rather than just inputting data. Upskill in AI Strategy and Data Science to remain relevant. Stop treating Excel as your primary analytical tool; instead, master the prompts and logic that drive these new systems. Those who adapt will lead pricing innovation, while those clinging to manual methods risk obsolescence.

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Indicative salary uplift in the fields matched to this story
Indicative ranges from published continuing-education salary studies, by field — each field is a recommended course below

Matched to this story

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