Kgateway AI Lab: Consumption Reporting

In this free, on-demand technical lab, learn how an AI Gateway like kgateway provides built-in tools for monitoring, reporting, and controlling AI API consumption—helping you optimize costs and maintain visibility across LLM traffic.

In this lab, you will:

• Capture AI-specific metadata: See how kgateway leverages Envoy dynamic metadata to record key AI traffic details like prompt and completion tokens.
• Monitor AI usage metrics: Expose and analyze consumption metrics to track and manage AI spend.
• Implement rate limiting: Apply request throttling to control usage and keep costs under control.
• Visualize AI consumption in Grafana: Build dashboards to gain actionable insights into your AI traffic and spending patterns.

Start this lab to gain practical experience with monitoring and controlling your LLM usage with kgateway.