Switch from Viktor to Task Machine
A practical guide to moving from Viktor's Slack- and Teams-embedded AI employee to Task Machine's tasks, explicit workflows, and one Inbox for decisions.
Prefer the side-by-side comparison?Viktor is an AI employee that lives in Slack and Microsoft Teams: it runs scheduled tasks, creates reports, and connects to 3,200+ tools from the chat your team already has open. Task Machine also starts from chat, and then gives the work its own place: tasks with their history, explicit workflows, and one Inbox for every decision.
Why do people switch from Viktor?
- Chat threads are a poor record. A channel mixes updates, questions, and results, and it all scrolls away. Task Machine keeps the output, the discussion, and the run history on a task you can find later.
- Approvals deserve their own place. Approval and question steps from every workflow land in one Inbox, so what needs your judgment is a queue you clear.
- A report should come with its run. Each workflow run keeps a step-by-step history, so you can see how a result was produced.
- Each surface does one job. Chat to decide, Inbox to approve, Tasks to steer, instead of all three passing through one message stream.
What maps to what?
| In Viktor | In Task Machine |
|---|---|
| Asking for work in Slack or Teams | Deciding what to do in Chat |
| A scheduled task | A workflow that runs on a schedule |
| A report posted in the channel | A task holding the output and its run history |
| 3,200+ tools reached from chat | Connectors to the accounts you own |
| Reading results in the thread | Approvals, questions, and failed checks in one Inbox |
| Shared credits with a spend cap | Pricing from $99 a month, with budgets on spending |
Prices and features were checked against each vendor's own pages on 6 October 2026.
What do you give up?
Viktor lives inside Slack and Microsoft Teams, so there is no new place to open, and its free plan makes it easy to try. Task Machine asks your team to work in its own Chat, Inbox, and Tasks, which pays off once the work needs owners, approvals, and a record.
How does the switch work?
- List the recurring jobs running through chat, such as scheduled reports and standing requests, and note which ones you later dig through threads to find. Those are the candidates.
- Create your Task Machine workspace, connect the accounts those jobs touch, and pick matching playbooks from the catalog of 140.
- Rebuild each candidate as a workflow, with agent steps for the work, an approval step where you want the final say, and a verifier check where the output has to meet a bar.
- Run a cycle, review from the Inbox, and compare against the old thread using the run history before you turn the chat version off.
Common questions
Does Task Machine live in Slack or Teams?
No. Task Machine has its own Chat, Inbox, and Tasks. Agents can still post to Slack through a Connector when a job calls for it.
Is chat still part of the work?
Yes, and it stays the fastest way to start work. Your request becomes tasks and workflow runs with a history.
Do agents act without my approval?
Only where you allow it. Each agent has an autonomy level, the default sends consequential actions to your Inbox, and budgets warn you as spending nears its limit.
Details about Viktor reflect its public materials at the time of writing. Check their site for current terms.