business automation

The article explores how Linux provides a robust, cost-effective foundation for AI-driven business automation. It reviews key open-source tools and frameworks, containerization and orchestration for scalable deployment, MLOps and monitoring practices, data and security considerations, and integration with existing systems, illustrating practical workflows and tips to reduce costs, boost reliability, and speed delivery.