AI @ Home Depot
Summary
- Home Depot has steadily advanced its AI capabilities from 2021 through 2025, evolving from backend data science applications under Michael Carpenter and Huiming Qu to sophisticated generative AI tools like Magic Apron and extensive use of Google Cloud AI to enhance supply chain and customer experience.
- By mid-2024, Home Depot was piloting over 175 machine learning and generative AI use cases, and in early 2025 launched AI-powered chat tools to improve online customer engagement and product guidance, significantly contributing to online sales growth and digital transformation.
- The company faces legal risks related to AI use (Q1 2024 class action lawsuit over privacy issues), yet it continues to aggressively integrate AI across internal operations and customer interfaces, including AI agents aiding store associates, indicating a strong commitment to AI as a strategic enabler.
VIBE METER
5 AI Use Cases at Home Depot
Employee Enablement2025
Customer Support2025Customer Facing
Inventory Management2024
Product Recommendations2024Customer Facing
Supply Chain Optimization2024
Timeline
2025 Q3
Home Depot's AI strategy aims at dominance in home improvement retail by integrating AI agents with human expertise to improve operations, empower associates, and enhance customer service, focusing on Pro customers.
2025 Q2
Home Depot continues to expand AI and digital tool adoption; CIO Angie Brown leads aggressive scaling of over 175 AI use cases as part of a tech roadmap focused on digital infrastructure, supply chain, and scalable customer platforms; generative AI tools report strong engagement and contribute to online sales growth.
2025 Q1
Launch of Magic Apron, a proprietary generative AI tool suite to provide customers with how-to and product answers; introduction of AI-powered chatbot on the website to assist shoppers and increase online sales.
2024 Q4: no updates
2024 Q3
Home Depot leverages AI-powered tools for enhanced customer experience via quick, personalized project support and introduces a RAG-based generative AI model to assist call center staff with response generation.
2024 Q2
Home Depot expands AI use through extended partnership with Google Cloud, employing machine learning, computer vision, and generative AI to optimize supply chain, inventory, personalized product recommendations and customer experience.
- Procurement Magazine: How Google Cloud is Enhancing The Home Depot's Supply Chain
- PitchGrade: Home Depot (The): AI Use Cases 2024
- Chain Store Age: Home Depot optimizes customer experience, operations with Google Cloud
- PR Newswire: The Home Depot Extends Relationship with Google Cloud to Drive Innovation
- AI Expert Network: Case Study: The Home Depot's AI Journey with Google Cloud
- Retail Insight Network: The Home Depot's Google Cloud link boosts its tech strategy
- Supply Chain 360: AI in Retail: The Home Depot's Success with Google Cloud
2024 Q1
Home Depot faces a class action lawsuit alleging violations of California privacy laws due to its use of AI technologies.
2023 Q4
Home Depot has been experimenting with ML and computer vision, including the home-grown Sidekick system, to keep shelves stocked and improve inventory management.
2023 Q3: no updates
2023 Q2: no updates
2023 Q1: no updates
2022 Q4: no updates
2022 Q3: no updates
2022 Q2: no updates
2022 Q1: no updates
2021 Q4
Michael Carpenter leads AI and data science efforts to optimize backend store operations across 2,300 stores.
2021 Q3: no updates
2021 Q2
Huiming Qu discusses how Home Depot leverages AI to improve customer experience.