One picture for the team
Claude and ChatGPT in the same view. Filter one person or the whole workspace.
Bring your team's agents into one room.
Connect the Claude and ChatGPT threads your team already runs into one shared project. Share context across agents — and see the team's effort as one set of stats.
Start your first project
A shared workspace — and one view of the team's agent effort.
Analytics
See the team's agent work as one picture.
Estimated tokens, sessions, and effort — rolled up across every connected thread. Filter by person, plan, or agent. Not a usage page per tool.
Sessions
1,284
Messages
8,412
Total tokens
12.4M
Active days
142
Token usage, last 6 months
Estimated tokens by plan
Plans
People
Agents
Tokens are estimated from connected threads. Provider billing is not stored.
See where effort went
Break down estimated tokens by plan, person, agent, and project — not just a total.
Ask the numbers
Ask what the team ran last week, and which plan used the most tokens.
Problem & solution
Every agent your team uses runs in its own box. You get answers only you can see, while your teammates run the same prompts three feet away, blind to each other. The real work ends up scattered across a thousand private threads that never talk — and there's no one picture of what it all cost in time or tokens.
Penopta puts those threads in one shared project. Your agents can see each other's work, your teammates can watch it happen, and anyone can ask the whole project a question. You also get the team's effort in aggregate — estimated tokens, plans, and people — instead of a usage page per tool.
How it works
From private threads to shared context in minutes.
Connect the agents you already use and your team is working together in three steps.
Connect your threads
Add the Claude or ChatGPT threads you're already working in. No new tool to learn.
Share one project
Your teammates connect theirs too. Now every agent works from the same context.
Ask the whole project
Query every connected thread at once. See what the whole team is building.
Features
Everything your team's agents do, finally in one place.
Shared visibility, shared context, one set of stats, and answers that draw from all the work at once.
See what every agent is doing. No more guessing what your teammates built.
Every agent shares the same context. What one thread learns, they all know.
Ask the project, not the thread. Get answers from all the work at once.
FAQ
Everything you need before your first project.
The quick answers to how connecting your agents actually works.
- Which agents can I connect?
- Claude and ChatGPT threads today, with more models coming soon.
- Do my teammates see my private threads?
- Only the threads you add to a shared project. Everything else stays private to you.
- Do I need to change how I work?
- No. Keep using the agents you already use, we just connect them.
- Can I see usage for the whole team?
- Yes. Penopta estimates tokens from the threads you connect, then rolls them up by plan, person, agent, and project. Look at one person or the whole workspace. These are estimates from transcripts, not provider invoices.