Lowe\u2019s
Retail · GCP · Native (own / self-hosted weights)
Home-improvement retailer on Google Cloud; Gemini-based associate/customer assistants + own ML.
Retail · AI architecture
How Retail companies build with AI — which foundational models they run and how directly, ranked by proximity to the model. Avg Foundation Proximity Score 63/100.
Retail · GCP · Native (own / self-hosted weights)
Home-improvement retailer on Google Cloud; Gemini-based associate/customer assistants + own ML.
Retail · GCP · Native (own / self-hosted weights)
Retailer on Google Cloud; store-companion + guest AI on Gemini over its own merchandising ML.
Retail · GCP · Cloud-hosted (Bedrock/Vertex/Azure)
Retailer using Google Cloud Gemini for support + shopping assistants over its catalog.
Retail · Hybrid · Off the LLM map (in-house non-LLM ML)
Walmart’s production architecture is hybrid and multi-cloud: public-cloud workloads run across Azure and Google Cloud, while core infrastructure and brokers remain within Walmart-controlled private cloud environments.[1][2][7][10][15] The platform is heavily event-driven and containerized, with Kafka as a central backbone and WCNP/Kubernetes used for consumer workloads across clouds.[1][4]
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