business applications

Explores how open-source AI enables businesses to innovate faster at lower cost while avoiding vendor lock-in. Surveys leading models and tools, integration with existing stacks, and security and governance considerations. Highlights practical use cases, TCO trade-offs, support options, and best practices for deployment, MLOps, compliance, and building in-house capability.