IBM — Watson AI Data Centers (US)

IBM’s watsonx AI platform operates across IBM’s existing data center footprint in the United States and internationally, with key US nodes in the Washington DC/Virginia corridor, Texas, and the Research Triangle (NC). watsonx was launched at IBM Think 2023 as IBM’s answer to OpenAI and Google’s AI platforms, targeting enterprise AI deployment, model fine-tuning, and governance. IBM’s infrastructure runs Granite foundation models (IBM’s own open-source LLM family), plus integrations with Meta Llama, Mistral, and other models. Unlike the hyperscalers, IBM’s AI infrastructure strength is in hybrid cloud — connecting on-premise enterprise systems with AI inference capabilities. IBM has invested $150 billion in US cloud and AI infrastructure over a multi-year period, and the watsonx platform represents its enterprise AI play against Microsoft Azure OpenAI and Google Cloud Vertex AI.