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Anthropic announced today it is rolling out a comprehensive analytics dashboard for its Claude Code AI programming assistant, addressing one of the most pressing concerns for enterprise technology leaders: understanding whether their investments in AI coding tools are actually paying off.
The new dashboard will provide engineering managers with detailed metrics on how their teams use Claude Code, including lines of code generated by AI, tool acceptance rates, user activity breakdowns, and cost tracking per developer. The feature comes as companies increasingly demand concrete data to justify their AI spending amid a broader enterprise push to measure artificial intelligence’s return on investment.
“When you’re overseeing a big engineering team, you want to know what everyone’s doing, and that can be very difficult,” said Adam Wolff, who manages Anthropic’s Claude Code team and previously served as head of engineering at Robinhood. “It’s hard to measure, and we’ve seen some startups in this space trying to address this, but it’s valuable to gain insights into how people are using the tools that you give them.”
The dashboard addresses a fundamental challenge facing technology executives: As AI-powered development tools become standard in software engineering, managers lack visibility into which teams and individuals are benefiting most from these expensive premium tools. Claude Code pricing starts at $17 per month for individual developers, with enterprise plans reaching significantly higher price points.
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Anthropic’s new analytics dashboard for Claude Code shows team usage metrics, including lines of code generated by AI, daily spending per developer, and tool acceptance rates over a monthly period. (Credit: Anthropic)
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