| Surface | Telegram and Slack, in the chat where the work is already discussed. | Slack and Microsoft Teams, in the channel where the work is already discussed. No Telegram. |
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| Works for | The same: the whole team. Anyone can tag Malik; context belongs to the workspace. | The whole team. Anyone can tag Viktor; context belongs to the workspace. |
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| Who owns the job | The same: reads the request, uses connected tools, produces the deliverable, and reports back in the thread. | Reads the request, uses connected tools, produces the deliverable, and reports back in the thread. |
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| Memory | The same: shared workspace context. What one person teaches Malik can help the team. | Shared workspace context. What one person teaches Viktor can help the team. |
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| Tools | Native integrations, browser access, code execution, and published docs and apps. | 9,800+ integrations, browser access, code execution, and published docs and apps. |
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| Business systems | Native amoCRM, Bitrix24 and 1C connectors next to Google Sheets and Drive. | amoCRM, Bitrix24 and 1C are not among its 27 native integrations. |
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| Language and market | Russian and English, for teams in Uzbekistan and Russia; this site in both. | Site in 28 languages, none of them Russian or Uzbek. |
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| Approvals | Every change in your systems waits for approval in the chat, by tool type. Finances and private data go only to people with the right. | A policy per tool: Ask for confirmation or Run automatically. Writes ask by default; an approval card can switch a tool to always approve. |
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| Price shape | The same plans and prices: free start with up to $100 in credits, then shared workspace credits from $100/month. | Shared workspace credits from $100/month, without a subscription for each teammate. |
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| Best for | Teams in Telegram, or in Telegram and Slack, running amoCRM, Bitrix24 or 1C. | Teams in Slack or Microsoft Teams whose tools are among its native integrations. |
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