Audit logs provide a detailed record of API access, tracking which users access specific REST APIs, along with the date and time and the status of each request. They capture whether the request was successful, unauthorized, rate-limited, or forbidden. This information is essential for monitoring API usage, identifying security issues, ensuring compliance, and troubleshooting access problems, contributing to a more secure and well-managed system.