Retail & Consumer
Retailers and consumer brands are using AI to compress the distance between insight, decision and shelf. The biggest gains show up where merchandising, supply chain, personalization and store operations are redesigned together, not optimized in isolation.
Walmart, Target and Costco are scaling AI in pricing, replenishment and labor. European grocers and luxury brands are leading in content and personalization. Indian commerce platforms are setting the pace globally in conversational and vernacular commerce. Generative AI is rewriting customer service, product discovery and creative production across the category.
What is happening, by region.
Walmart, Target, Kroger and Best Buy are deploying AI across merchandising, store operations and customer experience, with major investments in associate copilots and generative product discovery.
Tesco, Carrefour, Ahold Delhaize and LVMH are scaling AI in pricing, supply chain, content production and personalization, navigating GDPR and the EU AI Act on consumer data and recommender systems.
Reliance Retail, Tata, Flipkart and Myntra are setting the pace in conversational and vernacular commerce, AI-led demand sensing and last-mile orchestration across one of the most complex retail markets globally.
What we see working inside Retail & Consumer.
AI-driven personalization and recommendation engines
Real-time personalization across web, app, store and CRM, grounded in unified customer data and tested against business KPIs.
Inventory and supply chain intelligence
Demand sensing, allocation and replenishment that responds to local signal, weather and event data.
AI in customer service and returns management
Generative agents for tier-one and tier-two support, returns triage and post-purchase resolution.
Visual search and generative product discovery
Multimodal search, AI-styled outfits, and generative product imagery that lifts conversion across categories.
Merchandising and assortment intelligence
Agent-assisted planning that turns demand signals into faster, more local decisions on assortment, pricing and promo.
Store operations copilots
Frontline associates and store managers augmented with AI for scheduling, ops compliance and customer service.