Comparison
Braio vs Viktor
Viktor is a single AI coworker you hire into Slack and Teams. Braio is a team of specialised agents with separate permissions and approvals. Both make sense — here are the differences that actually change the decision.
State of public materials as of 2026-09-16 · Source: viktor.com
| Area | Braio | Viktor |
|---|---|---|
| Where it works | Slack, Microsoft Teams and its own app — start a task in a thread or in the panel. | Slack, Teams and Discord; its own app is deliberately not the main interface. |
| Agent model | A team of agents with roles and methodologies (QA, developer, content, analyst), each with its own scope. | One generalist executing tasks end to end. |
| Permissions | Per-user RBAC, approvals before sensitive actions, per-organisation data isolation. | One shared instance and shared integrations per workspace; per-user RBAC announced as in development. |
| Organisational memory | Memory you can inspect: search it, correct a single entry, export it. | Persistent memory from channels and completed tasks; no public interface for inspecting or correcting it short of a full reset. |
| Integration count | A dozen or so native integrations plus a catalogue of MCP servers — openness rather than a race on counts. | Over 3,200 tools, all of them in every plan. |
| Billing | Credits with the cost of a task visible before and after it runs, plus per-plan limits. | Per-workspace credits with no seats, from $50 a month; task cost depends on its complexity. |
| QA as a product | A QA agent with a methodology: scenarios in plain sentences, pass/fail/blocked verdicts, accessibility audits, regression packs and a loop back to a fix. | Bug triage and pull requests as one use case among many. |
When Viktor is the better choice
- You need a very wide set of integrations right now and cannot wait for us to add a specific one.
- You want one doer for everything rather than a split into roles with separate permissions.
- Your team lives in Slack and needs no panel for history, reports or approvals.
When Braio is the better choice
- You have to prove who ran what against which data — you need RBAC, approvals and an audit trail.
- You want control over what the agent remembers about your company, and the ability to correct it without wiping the memory.
- You want agentic QA with evidence: screenshots, logs, defect history and a closed loop back to a fix.
Questions and answers
- Does Braio replace Viktor?
- They are two approaches to the same category. Viktor gives you one coworker with a very wide tool list. Braio gives you a team of agents with roles, access control and approvals. If the integration count decides it, pick Viktor. If who-can-do-what and the audit trail decide it, pick Braio.
- Does Braio work in Slack and Teams the way Viktor does?
- Yes — mention it in a thread and the result comes back to that thread. The difference is that Braio also has a panel with run history, costs and approvals, for teams where a thread is not enough of a record.
- Where does the data in this table come from?
- From Viktor's public materials checked on 16 September 2026 and from our research notes in the repository. If something changed after that date the table may be out of date — tell us and we will correct it.
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Markdown version of this page
The same text without the interface — for an AI assistant to quote.

