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Ollama
Ollama is an open-source framework that enables running large language models locally on consumer hardware, circumventing the need for cloud-based AI services. For enterprise governance, it presents both opportunities and risks: organizations can deploy proprietary models with greater data privacy and control, but must establish internal policies for model selection, version management, and resource allocation. Companies using Ollama need clear protocols around which models are approved, how they're monitored for bias and accuracy, and how local deployments integrate with broader AI compliance frameworks.
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