Predicting the future of business spend, faster

Coupa + MIT Data Science Lab move beyond sentiment

Coupa

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Transforming Global Procurement with AI

Managing over $45 billion in global indirect spend, Walmart faced slow, error-prone manual strategy processes. They implemented Coupa to standardize approaches and boost productivity.

Company Overview

Walmart is a global enterprise with thousands of stores worldwide and a leading omnichannel retail presence.

Headquarters

Bentonville, AR, USA

Employees

2.3 million

Website
https://www.walmart.com

Value as a service

~50%
increase in strategy productivity
$45B+
global indirect spend managed
500
procurement team members globally

Challenge

Manual processes were slow, inefficient, and error-prone.

Category strategies were applied inconsistently across markets.

Procurement teams were stuck in tactical execution.

Institutional knowledge was difficult to pass on globally.

Results

Achieved ~50% improvement in strategy development productivity.

Reduced missed savings opportunities through AI-driven decisions.

Enhanced consistency across categories and global markets.

Accelerated onboarding via accessible knowledge.

"The AI helped eliminate human error, inconsistency, and biases, while generating actionable insights and objective strategies. We are now more able to confidently present robust and consistent strategies across each market."
Travis Johnson, Senior Director of International Procurement & Technology Enablement, Walmart

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