Rudy Lai

AI @ Target

Large national chain with broad offerings
Industry
Last updated
July 3, 2025 at 10:44 AM

Summary

  • Target has progressively integrated AI tools from 2023 through early 2026, evolving from improving inventory accuracy and demand forecasting to deploying generative AI chatbots (Store Companion) for store workers and personalized customer experiences such as the Bullseye Gift Finder and integration with ChatGPT. Key figures include CIO Brett Craig and COO Prat Vemana. AI adoption is strong and growing, with full chain rollouts and expanding external customer-facing tools.
  • Financially, AI-driven improvements are linked to operational efficiency gains and enhanced customer personalization, contributing to Target's retail transformation and recovery efforts after prior sluggishness. This includes boosting digital grocery sales, improved conversions, and streamlined checkout experiences.
  • Recent developments in 2026 include Target’s partnership with OpenAI to integrate its app with ChatGPT, offering personalized shopping assistance, but also cautionary notices regarding liability for AI agent errors indicating maturity and real-world deployment challenges.

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6 AI Use Cases at Target

Customer Engagement
2025
Customer Facing
Traditional
Generative
Agentic
Outcome
Through partnership with OpenAI, Target integrates its app into ChatGPT, providing users personalized shopping help and faster checkout, enhancing customer engagement via AI chatbots. [1]
Advertising Optimization
2025
Traditional
Generative
Agentic
Outcome
Revenue
Target applies AI features in its Roundel retail media network to prioritize and adjust ad placements dynamically across platforms such as Google, Meta, and Pinterest to increase ad effectiveness and ROI. [1]
Personalized Recommendations
2024
Customer Facing
Traditional
Generative
Agentic
Outcome
Revenue
Using generative AI, Target introduced the Bullseye Gift Finder that provides shoppers with personalized product recommendations online, enhancing the customer shopping experience especially during holidays. [1]
Employee Assistance
2024
Traditional
Generative
Agentic
Outcome
Target deployed the generative AI ‘Store Companion’ chatbot to assist store employees with on-the-job questions, training, and problem-solving to boost worker efficiency and improve store operations. [1][2]
Inventory Accuracy
2023
Traditional
Generative
Agentic
Outcome
Costs
Target uses AI to analyze data patterns to infer and systematically correct inaccuracies in inventory data, ensuring better stock availability and supply chain efficiency. [1]
Demand Forecasting
2023
Traditional
Generative
Agentic
Outcome
Costs
AI tools forecast guest demand for specific products both online and in stores, helping Target optimize inventory management and supply allocation during peak holiday seasons. [1]

Timeline

2026 Q2

1 updates

Target issues warnings regarding customer liability for errors made by its AI shopping agent 'Gemini', highlighting growing pains and accountability challenges with AI-powered services.

2026 Q1

1 updates

Target's CIO and tech leadership emphasize AI and advanced technology as core to company turnaround and daily operations growth; medical AI research titled TARGET-AI unrelated to retail also noted.

2025 Q4

3 updates

Target partners with OpenAI to embed Target app into ChatGPT for personalized shopping and faster checkout, continues utilizing AI for inventory management, trend spotting, and holiday sales boosts; significant job cuts signal workforce reshaping due to AI adoption.

2025 Q3

1 updates

Target expands AI usage to retail media advertising via Roundel network leveraging AI for ad placement optimization; research and developments include medical applications under 'TARGET-AI' unrelated directly to retail operations.

2025 Q2

1 updates

Despite some experimental setbacks, Target commits to intensifying AI use to improve holiday shopping experience and internal efficiencies.

2025 Q1

1 updates

Target uses generative AI alongside social media curation to enhance digital customer experience and product discovery.

2024 Q4

2 updates

Target launches Bullseye Gift Finder, a generative AI-powered personalized online gift recommendation tool focused on holiday shopping, boosting digital grocery and personalized shopping conversion.

2024 Q3

4 updates

Full chain rollout of generative AI Store Companion enhances store employee efficiency and improves in-store customer service. CIO Brett Craig drives AI learning culture and retail transformation.

2024 Q2

3 updates

Target introduced generative AI tools for store employees, notably the 'Store Companion' chatbot launched to assist frontline staff in job functions, training, and improving in-store customer experience.

2024 Q1

1 updates

Reference to AI in target identification contexts unrelated directly to Target retailer's internal AI deployments.

2023 Q4

4 updates

Target used AI to improve holiday customer experiences by enhancing personalization, forecasting guest demand for inventory management, and correcting inventory inaccuracies.