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Slack AI task manager: turn Slack threads into to-dos

Connect Slack as a workspace app, turn threads into owned to-dos, and hold every outbound message for review. Setup, permissions, and limits.

By Parsa Khazaeepoul, co-founder of doozy
Last reviewed September 4, 2026Pricing verified September 4, 2026

Connect Slack and Doozy can read your conversations, pull out the work, and actually do something with it. Ask it to find action items, draft follow-ups, or summarize what your team worked on. It learns how you write over time, so the drafts get better the more you use it.

Things you can ask

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What changes when you connect Slack

Slack aloneSlack + Doozy
Action items from chatYou remember or copy-pastePulled out automatically with owners and due dates
Follow-up messagesYou write them yourselfAI drafts them in your voice, you send when ready
Weekly updatesYou piece them together manuallyGenerated from your actual Slack activity
Learning how you workN/AGets smarter with every task you complete
Unanswered questionsThey disappear in the scrollSurfaced automatically
Slack bot or slash commandsN/ANot available yet
Free forever — bring your own AI

When to use Doozy

When you want an AI that reads your Slack and actually does something with it. Not just summaries, but real tasks with owners, first drafts that sound like you wrote them, and follow-through that happens without you chasing it.

The more you use it, the less you have to correct. Doozy learns your voice, your preferences, and how you like things done.

When to keep using Slack

For conversations, quick questions, and staying in touch with your team. Slack stays your chat tool. Doozy doesn't replace it.

How to use them together

Chat happens in Slack. When you need something done with those conversations, ask Doozy. It already has the context, so you can say "handle the follow-ups from today's meeting" and it knows what you mean.

Over time, Doozy builds a picture of how you communicate, what matters to you, and how you like things done. That means less editing, fewer corrections, and first drafts that actually sound like you.

Frequently asked questions

How do I connect Slack?

Just mention Slack in a to-do or ask Doozy to do something with Slack. It walks you through connecting in one prompt. No settings to find.

Do I need to configure each agent?

No. Once Slack is connected, all your agents can work with it automatically.

Can Doozy send messages without asking me?

No. Doozy drafts, you review. Nothing goes out until you say so.

Is there a Doozy Slack app?

Not yet. Your agents connect to Slack through your account, not through a bot or slash commands.

Does Doozy learn how I write?

Yes. The more tasks you complete and drafts you edit, the better it gets at matching your voice.

How many apps does Doozy connect to?

1,000+ through Composio. Slack is one of them.

Does it work on mobile?

Yes. iOS, Android, Mac, Windows, web, CLI, API, and MCP.

Is this free?

Free forever for up to five people with BYO keys.