Rudy Lai

AI @ Home Depot

Leader in home improvement
Industry
Last updated
July 3, 2025 at 10:44 AM

Summary

  • Home Depot has progressively integrated AI technologies from 2021 through 2025, evolving from backend store operations management led by Michael Carpenter to advanced generative AI customer-facing tools like Magic Apron, driving online sales and improving customer experience.
  • By mid-2024, the company was piloting over 175 machine learning and generative AI use cases, leveraging partnerships with Google Cloud for inventory management and supply chain optimization while simultaneously enhancing in-store and online customer interactions.
  • The extensive AI adoption led to measurable business impact including increased online conversions, expanded digital tools for associates, but also posed legal challenges, such as a class action lawsuit over privacy concerns in early 2024.

VIBE METER

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5 AI Use Cases at Home Depot

Store Operations
2025
Traditional
Generative
Agentic
Outcome
Revenue
Home Depot integrates AI agents with human expertise to streamline in-store operations, empower store associates, and improve customer satisfaction at scale through autonomous and assistive AI solutions. [1][2]
Customer Support
2025
Customer Facing
Traditional
Generative
Agentic
Outcome
Home Depot deploys generative AI tools like Magic Apron and RAG-based DIY models to assist customers by providing instant answers to product and project-related questions via online chat and phone support. [1][2][3]
Inventory Optimization
2024
Traditional
Generative
Agentic
Outcome
Costs
Home Depot utilizes machine learning and computer vision techniques, supported by Google Cloud AI, to optimize inventory management and keep shelves fully stocked across its stores. [1][2][3]
Personalized Recommendations
2024
Customer Facing
Traditional
Generative
Agentic
Outcome
Revenue
Using machine learning algorithms analyzing customer purchase data, Home Depot provides personalized product recommendations to customers, enhancing upselling and cross-selling opportunities. [1][2]
Supply Chain Efficiency
2024
Traditional
Generative
Agentic
Outcome
Costs
Leveraging AI capabilities through strategic partnerships with Google Cloud, Home Depot improves supply chain logistics and efficiency to reduce operational costs and inventory risks. [1][2]

Timeline

2025 Q4: no updates

2025 Q3

3 updates

Home Depot integrates AI agents with human expertise to enhance store operations, empower associates, and deliver improved customer satisfaction, building a pro-focused AI-driven ecosystem.

2025 Q2

4 updates

Home Depot's CIO promoted from within; by mid-2024 the company piloted 175+ ML and generative AI use cases; AI tools contributed to strong online sales growth with Magic Apron; strategic digital and AI transformation continues.

2025 Q1

6 updates

Launch of Magic Apron, a generative AI suite for customer assistance answering how-to and product questions, boosting online sales and improving shopping tools on the website.

2024 Q4: no updates

2024 Q3

2 updates

Home Depot enhanced customer experience with AI-powered in-store expertise and digital tools, including a DIY generative AI model to assist staff responses.

2024 Q2

7 updates

Home Depot deepened its partnership with Google Cloud, leveraging AI across inventory management, supply chain, and customer experience with numerous deployments and case studies highlighting the integration.

2024 Q1

1 updates

Home Depot, alongside Google, faced a class action lawsuit regarding use of AI and alleged privacy violations in California.

2023 Q4

1 updates

Home Depot expanded AI use including machine learning and computer vision with projects like the home-grown Sidekick system to keep shelves stocked.

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

1 updates

Michael Carpenter highlighted using AI and data science to support backend store operations across 2,300 stores.

2021 Q3: no updates

2021 Q2

1 updates

Huiming Qu discusses Home Depot's early efforts leveraging AI to improve customer experience.