Cloud giants Amazon and Microsoft compete for AI market share through divergent infrastructure strategies. Microsoft leverages its deep OpenAI integration, while Amazon focuses on diversifying model choices via Bedrock. This competition forces enterprise buyers to choose between a tightly integrated ecosystem or a flexible, multi-model approach. The decision impacts long-term vendor lock-in for developers.