X
case studies
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

The Home Depot

Retail & e-commerce
Use case
Optimizing retail inventory management
Context

The Home Depot has built an application called Sidekick, which helps store associates manage inventory and keep shelves stocked; notably, vision models help associates prioritize which actions to take.

Models/tools
No items found.
...

Magalu

Retail & e-commerce
Use case
Enhancing brand persona interaction
Context

Magalu, one of Brazil’s largest retailers, has put customer service at the center of its AI strategy, including using Vertex AI to create “Lu’s Brain” to power an interactive conversational agent for Lu, Magalu's popular brand persona.

Models/tools

Tokopedia

Retail & e-commerce
Use case
Improving e-commerce data quality
Context

Tokopedia, an Indonesian ecommerce leader, is using Vertex AI to improve data quality, increasing unique products being sold by 5%.

Models/tools

Etsy

Retail & e-commerce
Use case
Optimizing e-commerce recommendations
Context

Etsy uses Vertex AI training to optimize their search recommendations and ads models, delivering better listing suggestions to buyers and helping sellers grow their businesses.

Models/tools

Target

Retail & e-commerce
Use case
Enhancing retail personalization
Context

Target uses Google Cloud to power AI solutions on the Target app and Target.com, including personalized Target Circle offers and Starbucks at Drive Up, their curbside pickup solution.

Models/tools

Best Buy

Retail & e-commerce
Use case
Streamlining customer service support
Context

Best Buy is using Gemini to launch a generative AI-powered virtual assistant this summer that can troubleshoot product issues, reschedule order deliveries, manage Geek Squad subscriptions, and more; in-store and digital customer-service associates are also gaining gen-AI tools to better serve customers anywhere they need help.

Models/tools
...
1

McDonald's China

Retail & e-commerce
Use case
Efficient employee training
Context

McDonald's China established an AI Lab with Microsoft, using Azure AI tools and GitHub Copilot to enhance employee training at Hamburger University. AI assistants provide document translation, optimized search, and personalized learning, improving training efficiency.

HP

Retail & e-commerce
Use case
Providing personalized product recommendations
Context

HP uses Microsoft Copilot Studio to provide personalized product recommendations on its website. Small business customers can use natural language to find the best products for their needs, reducing the number of clicks compared to traditional methods. This enhances the user experience and builds trust by offering real-time responses using Generative AI.

Models/tools

Mirakl

Retail & e-commerce
Data Agents
Quick win
Use case
Automating product onboarding for marketplaces
Context

Mirakl, the world leader in SaaS marketplace management, integrated Mistral's models into their "Catalog Transformer" to automate product onboarding for sellers. Handling around 10 million new products monthly, this improved operational efficiency and maximized catalog performance, ensuring an optimal user experience.

Models/tools
No items found.
...

Zalando

Retail & e-commerce
Use case
Enhancing e-commerce personalization
Context

Zalando, a leading European e-commerce platform, integrated Mistral AI models hosted on AWS Bedrock to enhance customer engagement and operational efficiency. This enables personalized recommendations, improved customer service, and streamlined operations, providing customers with seamless shopping experiences while improving operational efficiency.

Models/tools
No items found.
...

What's brewing in AI

This website is part of What's brewing in AI — my newsletter where I break down the most important AI news & trends, and highlight new company case studies.

Join 13,000+ professionals and see how leading companies leverage tools & models from OpenAI, Anthropic, Google, and more to drive innovation and impact.
New featured case studies weekly
26 industries

The starting point of your next AI project

Context Windows provides managers and business owners with practical examples from across industries to inspire and inform their next AI initiative.

Filters

  • AI providers

    OpenAIMicrosoftAnthropicGooglePerplexity
  • Agent types

    • Employee Agents
    • Customer Agents
    • Creative Agents
    • Data Agents
    • Security Agents
    • Code Agents
  • Industries

    • Software & IT
    • Healthcare
    • Retail & e-commerce
    • Finance
    • Artificial Intelligence
    • Media & Entertainment
    • Government
    • Transportation & Logistics
    • Education
    • Marketing & Sales
    • Non-profit
    • Consulting
    • Telecommunications
    • Security
    • Sports
    • Consumer Goods
    • Legal
    • Travel & Hospitality
    • Human Resources
    • Data & Analytics
    • Insurance
    • Automotive
    • Consumer Electronics
    • Manufacturing & Construction
    • Agriculture
    • Energy & Sustainability
  • Regions

    Global, North America, Europe, South America, Central America and the Caribbean, Asia, Middle East, Oceania, Africa

Sorting

  • Published date

    Find the latest case studies.

  • ICE score

    Quickly assess feasibility and potential of use cases.

Thoughts & ideas