Posts from AI Cost Optimization

What is FinOps for AI? FinOps (Financial Operations) started as a discipline for managing cloud infrastructure spend. Teams would tag resources, set budgets, and have meetings regularly to review where money was going. The same practices now apply directly to AI API spending. For Claude API costs specifically, FinOps means answering three questions: Understanding Claude […]

With Claude becoming central to many team workflows, Anthropic has introduced several ways to track usage and manage costs. This guide outlines the monitoring capabilities across Claude Pro, Claude API, Claude Code CLI, Claude Enterprise, and AWS Bedrock. Depending on the use case, different access methods are available: Monitoring features vary by interface, but generally […]