Claude Co-work Adds Usage Analytics Dashboard for Team Admins

Claude Co-work just launched a usage analytics dashboard for team administrators. If you manage a Claude team, you can now see how your team uses Co-work, which projects are most active, and where to invest in training. Finally, visibility into your team's AI adoption. ## Why This Matters Most companies buying Claude Co-work have no idea if teams are actually using it. Is it replacing developer workflows or collecting dust? The analytics dashboard answers: - Who's using Claude the most? - Which projects have the highest activity? - What tasks are teams asking Claude to do? - Are certain team members struggling with adoption? - What's the ROI on your Co-work subscription? **For team admins**, this is gold. You can identify power users to champion best practices, find teams that need training, and justify your Claude budget with usage data. ## Dashboard Features **Team Overview:** - Total conversations across all projects - Active users (daily, weekly, monthly) - Message volume over time - Average conversation length - Most common use cases **Project Analytics:** - Project activity ranking (which projects are used most) - Conversation counts per project - Unique contributors per project - Project growth trends **User Analytics:** - Per-user message counts - Most active team members - Usage patterns (time of day, day of week) - Feature adoption (Artifacts, code generation, file uploads) **Task Category Breakdown:** Claude automatically categorizes conversations: - Code generation and review - Writing and editing - Data analysis - Debugging and troubleshooting - Research and summarization - Other See which tasks your team uses Claude for most, and optimize training accordingly. ## Privacy and Permissions **What admins can see:** - Aggregate usage statistics - Project-level activity - User-level message counts - Task categories **What admins CANNOT see:** - Individual conversation content - Specific user prompts or Claude responses - Private project details (unless admin is a project member) Anthropic built privacy protections into the dashboard. Admins get usage insights without violating user privacy. ## How to Use It Access the dashboard from your Claude Co-work admin panel: 1. **Baseline your usage** - Look at current adoption rates 2. **Identify power users** - Find champions to share best practices 3. **Spot struggling teams** - Offer training where adoption is low 4. **Track ROI** - Calculate time saved vs subscription cost 5. **Optimize projects** - Archive inactive projects, promote active ones **Pro tip:** Export usage data monthly and track trends over time. You'll see Claude adoption grow as teams discover new use cases. ## Quick Takeaway The analytics dashboard turns Claude Co-work from a black box into a measurable tool. If you're a team admin, start reviewing usage patterns this week - you'll find opportunities to improve adoption and ROI immediately. If you're evaluating Claude for your team, ask for a demo of the analytics dashboard during your trial. It's a strong signal that Anthropic understands enterprise needs.