Introducing AI Budgets: A Policy You Can Watch Work | Harness Blog

Harness has introduced AI Budgets within its Cost Management Agent to help organizations monitor and enforce AI spending policies in real time across teams, developers, models, and projects. The feature uses weekly budgets, alerts at 90% of spending limits, access pauses after budgets are exceeded, and self-service approval workflows for increases, while maintaining audit records for governance and compliance reviews. Before enforcement, the platform attributes AI costs by user, provider, model, and token type, emphasizing cost per million tokens as an efficiency metric and consolidating data from multiple AI providers. Harness says the capability integrates with its existing cloud cost, policy, and software delivery tools, allowing budget constraints to potentially act as deployment gates, and reports that internal testing reduced weekly AI spend per developer by about 37% and cost per million tokens by about 55% after governance was enabled.

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