Anthropic Launches Three Tools to Track AI ROI

Key Takeaways

1Anthropic launches three tracking features in beta for Claude Enterprise: smart reports, pooled budgets, and in-app surveys

2Smart reports are disabled by default and should not be used to evaluate individual performance

3Claude Enterprise and Claude Teams have distinct pricing, with different user and billing limits

Why it matters : These tools aim to provide greater transparency on AI usage and costs, as Anthropic prepares for its IPO and companies seek to better measure return on investment.

Anthropic has launched three beta features for Claude Enterprise to track usage and costs: smart reports, pooled budgets, and in-app surveys. This offering comes amid a filed IPO and increased attention to ROI, with distinct pricing from Claude Teams.

Filed IPO and Caution Expressed on Growth

Anthropic filed its IPO paperwork on Monday. In its prospectus, the company warns that if the market for its models, platform, and applications grows more slowly than expected or declines, its growth could slow or stagnate, and its operating results could be negatively impacted. Ramp indicates that spending on Anthropic peaked in July before experiencing a slight decline in October. Anthropic held the top position in the enterprise AI market, but OpenAI has narrowed the gap in recent months, with both companies preparing for their IPOs.

Measuring Usage: Actionable and Bounded Reports

To provide more visibility to its clients, Anthropic offers three tracking features—smart reports, pooled budgets, and in-app surveys—launched in beta in September. Smart reports allow users to track tasks completed with Claude, their frequency, and their cost, but they are disabled by default. According to Anthropic, these reports document friction points during sessions and indicate where regular workflows could be created from repeated tasks. The documentation specifies that they are not designed to assess individual performance or make employment decisions. This approach addresses the demand from many companies seeking greater clarity on the ROI of AI, as some metrics indicate that returns are emerging but remain difficult to quantify against productivity gains.

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Channeling Spending: Group Caps and Priorities

The option for pooled budgets allows for a monthly spending cap for a group, in addition to the limit set for each user. Administrators can set spending caps for both individual members and the entire group, based on historical monthly consumption. The goal of this option is to prevent a heavily utilized user from being restricted by a limit while others do not use their full credits. The same user can be attached to multiple group budgets, which can be prioritized according to their importance.

Pricing and Positioning Against Claude Teams

Claude Enterprise costs $20 per month per user, plus costs associated with API token usage. Claude Teams is offered at the same rate of $20 per user, with a limit of 150 users and the inclusion of tokens, meaning that usage is not billed separately. This pricing model makes Claude Teams more suitable for smaller teams.