Skip to content
All news
PlatformDatabricks Blog·September 1, 2026·Alkis Polyzotis

How we eliminated $1 million a year of wasted AI agent spend in one hour

Summary

Broken MCP tool calls and silent retries can quietly waste over $1 million annually in tokens and engineering hours across AI agent fleets. Tracing tool calls with Unity Gateway and analyzing spend with Genie One enables teams to rapidly deploy fixes and design tools that gracefully handle ambiguous LLM inputs.

Summary from the captured archive. Follow the original source for full context.

More from Databricks Blog