Agentic AI is the next big thing in large language models, but most Agentic AI systems are cloud-based. While these are broad language models trained to handle a wide range of tasks and queries, there are some huge drawbacks to the cloud-based LLM setup, including energy costs, environmental impact, and data security. Cloud-based AI agents aren’t always a good solution.