Thread-based task routing
Mention OpenTag in Slack or Microsoft Teams and it routes the task to a suitable model before posting the result back in-thread.
OpenTag
OpenTag is a model-agnostic AI teammate for Slack and Microsoft Teams that routes tagged tasks to suitable models and returns results in-thread. It also supports recurring automations, wiki updates, and approval-gated actions for teams.
Overview
OpenTag is a model-agnostic AI teammate for Slack and Microsoft Teams. It is designed to handle tagged requests in team chat, route each task to an appropriate model, and return the result where the conversation started.
The product is positioned for teams that want one shared coworker rather than per-seat software. It can answer questions, suggest automations for repeated work, keep a wiki current from company threads, and support controlled actions with human approval before anything leaves the workspace.
What OpenTag does
Model-agnostic routing
OpenTag can route work through more than eighty models and only uses frontier models when the task appears to need them.
Sandboxed cloud execution
The product runs on its own machine in the cloud, with each run sandboxed, scoped to the connected tools, and torn down when finished.
Recurring automation suggestions
OpenTag watches for repeated requests and can suggest or take over recurring automations, such as weekly reporting tasks.
Self-updating wiki
It can keep a living wiki current by writing pages from company threads and revising them when decisions change.
Per-person permissions and scoped integrations
Permissions follow the person who asked, and connected integrations stay scoped to the user who connected them.
Common ways teams use OpenTag
Chat-based task handling
Teams can tag repetitive questions or requests in Slack or Teams and let OpenTag choose a model and respond in the thread.
Recurring reporting and ops work
When the same request comes up again and again, OpenTag can suggest taking it over as a scheduled automation.
Living internal documentation
OpenTag can turn decisions and process details from channels into a wiki that stays current as discussions change.
Approval-gated actions
For actions that affect external systems, OpenTag waits for a human approval before it sends, spends, submits, or purchases.
Scoped tool use
Teams using connected tools can rely on per-person permissions, so OpenTag acts only within the access level of the person who connected the integration.
Pros and Cons
Pros
- Works in Slack and Microsoft Teams, so it fits where teams already discuss work.
- Routes tasks across a large model set instead of forcing users to pick a model each time.
- Runs work in a sandboxed cloud environment and scopes runs to connected tools.
- Uses approval gates before sending, spending, submitting, or purchasing on a user’s behalf.
- Can turn repeated requests into ongoing automations and update a wiki from real company threads.
Cons
- The public site does not spell out every integration or supported workflow in detail.
- Some capabilities are presented as product behavior rather than as fully documented setup steps on the pages reviewed.
- Enterprise controls are listed on the pricing and security pages, but the coverage here is still partial.
FAQ
What is OpenTag?
OpenTag is a model-agnostic AI teammate for Slack and Microsoft Teams. You mention it in a thread, and it routes the task to an appropriate model before returning the result in the same conversation.
Where does OpenTag work?
It lives in Slack and Microsoft Teams, and the pricing page says every plan includes every skill and integration.
Which models can OpenTag reach?
OpenTag says it routes work to more than eighty models, including Claude, GPT, and Gemini when a task calls for them.
Can OpenTag take actions, not just answer questions?
Yes. OpenTag can propose automation when it sees the same request repeatedly, and it can also take actions such as sending, spending, submitting, or purchasing only after a person approves.
How is OpenTag priced?
The pricing page offers a $100 free trial with no card required, plus Team and Enterprise plans.
Quick Facts
- Category
- AI teammate
- Platform
- Slack and Microsoft Teams
- Model support
- 80+ models
- Pricing shape
- Free trial, monthly plans, and enterprise pricing
- Source domain
- tryopentag.com
- Common workflow
- Tag a task in chat and receive the result in-thread
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