Axiom CLI is a tool designed to help organizations efficiently manage and analyze logs generated from various infrastructure resources such as servers, backend applications, and Kubernetes workloads. By using Axiom CLI, users can store, query, and visualize insights from data collected through Axiom, enabling them to detect errors and issues within their systems. The process involves signing up for Axiom Cloud, installing the CLI on a local machine, creating datasets, generating ingest tokens, and ingesting logs using Axiom's data-shippers or CLI. Once set up, users can run queries using Axiom Processing Language (APL) directly from the terminal to explore their logs, with additional features available such as live streaming data and retrieving dataset information. Axiom CLI aims to enhance productivity by providing a centralized platform for diagnostic log searches, and users can access further tips and support through the CLI's help commands, GitHub repository, or Axiom's community on Discord.