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The question you asked Claude at 11 p.m., the sloppy prompt you typed into the chatbot, or the error-ridden code you generated using Claude Code could now end up summarized in a report your manager reads.
Claude’s new feature, Smart Reports, analyzes samples of employees’ conversations, breaks them down by task and cost, and even flags sessions that were personal or did not produce a usable output.[1] Most employees may never know that their conversations are being analyzed, which could potentially even affect their performance reviews.
Here’s everything you need to know about Claude’s new analytics tool and why you may need to think twice before typing a prompt.
Smart Reports is a new Claude analytics feature that allows admins to analyze their employees’ Claude sessions, costs, and usage patterns. Admins and other authorized users can choose which team, time period, and Claude products to include in a report.
Claude then analyzes a sample of conversations, groups them by task, and summarizes what employees worked on, how much it cost, and what each session produced. Managers can also open individual workstreams to view session summaries, ranked by cost.
However, sessions that Claude tags as involving restricted topics are used only for aggregate analysis and don’t include individual summaries. The protected categories include health and medical matters, personal life, protected characteristics, religious or political views, harassment or whistleblower complaints, union activity, legal matters, and sentiments about a named person.
The feature is available only on Claude Enterprise and is off by default. An Owner or Primary Owner has to switch it on manually in the organization settings. Each organization can generate up to 10 free reports a month, and a report usually takes a few hours to generate.
The feature is also unavailable to organizations with HIPAA configurations, organizations using customer-managed encryption keys (CMEK), and certain hybrid setups. Organizations using zero data retention for Claude Code can still use Smart Reports for Chat and Cowork, but Claude Code sessions are excluded.
Although Smart Reports are built for managers to analyze Claude usage patterns across their teams, one might argue that they reveal too much information, bordering on an invasion of employee privacy in the workplace. The summaries, for instance, go far beyond simply counting logins. A manager can read what a session was about and what it produced.
Moreover, inefficiency details allow managers to see how many sessions didn’t produce anything usable, along with the number of sessions used for personal purposes. Anthropic only shows these data as totals, without individual summaries or drill-downs.
However, in small teams, reports can be narrowed down to a single team, making it easier to guess who may be responsible for personal or low-output sessions. Such data may even be used for performance reviews, although Anthropic advises against using Smart Reports for making employment decisions.
Also, while the reports are anonymous by default, an owner can reveal who ran each session by turning on the “Allow attribution to individual users” toggle in Settings. Each reveal is logged, but Anthropic doesn’t say who reviews these logs. Employees also have no way to see whether this setting is enabled.
Anthropic says it doesn’t produce summaries for protected topics, but this safeguard works only if Claude tags the conversation correctly. Anthropic hasn’t published any accuracy or error rates. So, a sensitive session that gets mislabeled could appear as an ordinary summary in the reports.
Lastly, the feature itself doesn’t define whether or how managers must inform employees that their Claude data is being used for detailed analysis. This depends on an organization’s internal policies and applicable legal requirements.
Ask your HR or IT department directly whether Smart Reports is turned on and, if it is, whether the “Allow attribution to individual users” setting is enabled. Assume that anything work-related may be summarized. So, only write prompts that you’re comfortable seeing described in a short summary.
Don’t rely on Anthropic’s classifier to correctly identify restricted topics. It’s safer to keep personal queries, health-related questions, money worries, job hunting, or complaints about colleagues restricted to your personal account rather than using your company’s Claude Enterprise plan.
That said, a personal account isn’t automatically private either. In September, shared Claude chats were found publicly searchable on Google. Avoid creating shared links for anything sensitive, and revoke old ones under Settings > Privacy > Shared Chats.
Don’t treat Claude as a private diary, even when using a personal account. Anthropic’s safety systems can flag conversations for human review, and serious threats may be reported to the police. A Florida woman was recently arrested after allegedly telling Claude that she planned to “shoot up” a sheriff’s office.
On paper, Claude Smart Reports allow managers to better understand AI usage and allocate resources across their teams. But the feature also raises concerns about employee privacy in the workplace. Managers can potentially infer which employees use Claude for personal purposes or identify teams whose sessions regularly fail to generate useful outputs.
To be on the safe side, keep your private conversations off your enterprise Claude account. Instead, use a personal account on your own device, and even then, be mindful of what you share, as AI chatbot conversations aren’t as private as you might think.
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