Introducing ToqanClaw

ToqanClaw builds the dashboard you’ve been asking engineering for. It pulls reports, every Monday, without you having to ask. It picks up exactly where you left off three days ago, without a recap. It plugs into Slack, Drive, your calendar, and more, using the logins you already have.

This is ToqanClaw.

If Toqan agents as you’ve known them have been specialist assistants you queried task by task, ToqanClaw is the version that stays. It learns how you work, holds onto your projects, and gets sharper the more you use it. The bottleneck on AI at work hasn’t really been the LLM for a while now - it’s been us. The time it takes to brief, to re-explain, to translate an idea into something usable. ToqanClaw is built to dissolve that.

Everybody becomes a builder

For most of us, building software has meant filing a ticket and waiting. A dashboard, a tracker, an internal tool, a full-blown app your team logs into every day, all of it sat behind someone else’s roadmap. Everyone has the idea. Almost nobody has the path from idea to live thing.

ToqanClaw makes you a builder.

You describe what you want. ToqanClaw builds it. You preview it as it goes, edit it by talking, and share a link when it’s ready. No deployment, no infrastructure, no engineering ticket. The thing exists, hosted inside Toqan, secure by default. Whether it’s a one-page HTML view, an internal tool your team uses every day, or a full app you’d previously have needed engineers to ship.

The gap between thinking and shipping just closed.

It remembers

Open ToqanClaw a week from now and it still knows where you left off. Your files are there. Your context is there. The skill you taught it last Tuesday - your formatting preference, your report template, the way you like Slack updates phrased - is still there, and still being used.

This is the quiet shift that changes everything else. It’s why your second conversation with ToqanClaw is better than your first, and your tenth is better than your second. It’s also why it works as a teammate and not a tool. Teammates remember.

It connects to everything you already use

ToqanClaw plugs into Slack, Google Drive, Gmail, Notion, and more, using your existing logins. You connect things from the chat itself. No settings menu, no IT ticket, no new credentials to remember.

It reaches into the systems your work actually runs on. Through MCPs, ToqanClaw can reach into your company’s enterprise data. The warehouses, the internal APIs, the business systems where the real numbers live. The same data your dashboards and reports are built on is now something you can just ask about, work with, and build on top of.

Once it’s connected, it reads and it acts. It pulls from the database, posts the update, sends the message, books the meeting. The same things you’d do, done where you’d do them.

It works while you’re doing something else

ToqanClaw has its own task board. Think of it as the place your projects actually live between sessions. Active work, scheduled work, recurring work, all in one view. Tell ToqanClaw to pull a report every Monday at 8am and it will. Tell it to keep an eye on something and ping you when it changes, you can close the tab and when you come back, it’s all there. The work, the context, what changed while you were away.

Skills: how the ecosystem gets better together

A skill is something you teach ToqanClaw to do, that it can then do again for you, for your team, for anyone. It is how expertise travels in ToqanClaw. The way a team at iFood handles a competitive analysis. The format a Despegar analyst lands on after the fourth revision. The exact prompt a marketer at OLX worked out for a campaign brief that actually lands. Each one a small piece of know-how, captured once and ready to run again.

Until now, that expertise stayed where it started, in one team’s chats, one person’s notes, one Slack thread someone bookmarked and forgot. The skills marketplace changes that. Work refined in one corner of the ecosystem becomes available everywhere. An approach that took someone three months to figure out can save someone else three months. A great skill stops being one person’s shortcut and becomes something everyone benefits from. The longer it’s in our hands - yours, your team’s, your colleagues’ across the ecosystem - the sharper it gets for all of us.

And the foundations are already there. Web search and every Flamingo skill carry over, nothing you’ve already learned how to do with Toqan stops working.

Same security. More power.

ToqanClaw runs on the same Prosus infrastructure as the Toqan you’ve been using. Same security framework, same governance, same access controls. Your data doesn’t leave the perimeter, IT didn’t need to configure anything new. More power, no new risk.

It’s yours today

ToqanClaw is available to every Prosus employee today. Open Toqan, your agent is already there.

Toqan made everyone smarter. ToqanClaw makes everyone a builder.