Building an AI infrastructure from scratch can require significant technical resources. LLM as a service allows businesses to access language-model capabilities through available platforms and APIs. Organizations can use these capabilities to build chatbots, AI assistants, content tools, search applications, and automation workflows. This approach can help companies experiment with LLM technology while focusing their development resources on their specific products and business use cases.