# Anthropic launches reporting tools to show companies what their AI spending buys

> Original title: Anthropic just launched tools to show companies what their AI spending is buying

- Source: TechCrunch · AI
- Published: 2026-10-28T19:19:58.000Z
- Bad Influence: https://badinfluence.news/items/ijjwev3zzwq3o09q1imoc76mh
- Original: https://techcrunch.com/2026/10/28/anthropic-just-launched-tools-to-show-companies-what-their-ai-spending-is-buying/

## Summary

Anthropic has launched a suite of reporting tools that lets managers see a team's output, cost and workflow breakdowns from its Claude Code tool, along with recommendations for improvement. Anthropic says it won't use this data for model training by default and is also creating pooled group budgets for token spending. TechCrunch reports the move responds to customer concern about ROI, citing Jellyfish data that spending on Anthropic-based coding tools grew 10x this year to about 2% of engineering cost.