llms.txt
# OpenTag
> OpenTag is a model-agnostic AI teammate for Slack, with Microsoft Teams support coming soon. It is connected to your tools and knowledge: ask questions, delegate tasks, and automate workflows without leaving Slack. Mention OpenTag in a thread and the task is assigned to the best available model, from more than 40, before the result returns to the same conversation. Recurring requests can become automations that run on a schedule or in response to events. OpenTag builds a company wiki from your team's conversations and connected sources and keeps it current. It works only in the channels you invite it into, uses the access of the person asking, and waits for a person before it sends, spends, submits or purchases anything. OpenTag does not sell model tokens.
Vendor: Open Curiosity, Inc. · Backed by Y Combinator · Category: Model-agnostic AI teammate for team chat
This file summarises https://www.tryopentag.com for language models and agents.
## Key facts
- Product: OpenTag, a model-agnostic AI teammate that works inside Slack
- Made by: Open Curiosity, Inc.
- Platforms: Slack today. Microsoft Teams support is coming soon and is not available yet
- How work runs: Secure cloud agents started from your team chat. Each task is limited to the connected tools it needs and ends when the work is complete
- Models: More than 40, including Claude, GPT, Gemini, Grok, DeepSeek, Kimi, Qwen, Llama, and Mistral. OpenTag chooses the model for each task using reliability, speed, capability, and cost, so nobody has to pick one
- Cost per task: Each request goes to the lowest-cost model that can do it well, which targets up to a 70% cut in cost per tagged task against sending everything to a frontier model. It is a target, not a customer average
- Model tokens: OpenTag does not sell model tokens. It is the routing and collaboration layer, not a model vendor
- Seats: Not priced per seat. Everyone in a channel OpenTag has joined can give it work, and they all draw from the same pool of credits
- Setup time: Minutes: add OpenTag to Slack, invite it into the conversation where work happens, and tag it with your first task
- Integrations: 50 listed on the integrations page, including Gmail, Google Calendar, Google Drive, Google Sheets, Google Search Console, Notion, Confluence, Linear, ClickUp, Airtable, Figma, OneDrive, plus custom MCP servers. Integrations belong to the person who connected them, and a tool connected read-only stays read-only
- Pricing model: Usage-based credits, not per seat. Trial is $0 for up to 7 days with the selected plan’s credits. Card required. Paid billing starts after 7 days or when your trial credits run out. Cancel anytime. Team is $50 a month for 10,000 credits, $100 a month for 20,000 credits, $200 a month for 40,000 credits, $500 a month for 110,000 credits, $1,000 a month for 230,000 credits, $2,000 a month for 480,000 credits, shared across the workspace. Annual billing is arranged by sales. Enterprise is priced on your volume
- Subscription trial: The Trial plan: up to 7 days with the selected plan’s credits, every skill and integration, unlimited channels and people. Card required. Paid billing starts after 7 days or when your trial credits run out. Cancel anytime.
- Signing bonus: Start on Team and a one-time grant matches the first month's credits: 10,000, 20,000, 40,000, 110,000, 230,000, 480,000. Monthly credits reset each month; signing bonus credits never expire
- Data used for training: Never. Messages, files and connected data are not used to train models, by OpenTag or by any provider it routes to. This is in OpenTag's contracts
- Compliance: SOC 2 Type I completed for controls relevant to Security as of September 23, 2026; report available by request in the trust center. SOC 2 Type II is in progress. DPA available, penetration test summary on request
## Pages
- [Home](https://www.tryopentag.com): What OpenTag does, how it works, and the FAQ
- [OpenTag for Slack](https://www.tryopentag.com/slack): AI coworker that lives in Slack
- [Team](https://www.tryopentag.com/team): The team behind OpenTag: Tony Kam (Co-founder and CEO), Shelden Shi (Co-founder and CTO), Wilson Nguyen (Co-founder and Chief Engineer), Resham Khanna (Founding Product Designer)
- [Careers](https://www.tryopentag.com/careers): How the OpenTag team works and where future openings will be posted; there are no public openings right now
- [OpenTag vs Slackbot](https://www.tryopentag.com/compare/slackbot): How a shared coworker differs from Slack's built-in personal agent
- [Pricing](https://www.tryopentag.com/pricing): Trial, Team and Enterprise plans, the Team credit packs, annual billing, and how credits work
- [Security](https://www.tryopentag.com/security): Access and approvals, how your data is kept, what happens when a model gets it wrong, and SOC 2 status: Type I completed, Type II in progress
- [Models](https://www.tryopentag.com/models): How OpenTag matches each request to a model, and the model families it routes work to, with a selection of the models in each
- [Integrations](https://www.tryopentag.com/integrations): The 50 apps OpenTag connects to, by category, and how to request a new one
- [Routines](https://www.tryopentag.com/routines): 18 starting points for scheduled work across sales, marketing, product and engineering, operations, finance, and support
- [Monday pipeline review](https://www.tryopentag.com/routines/monday-pipeline-review): List open Attio deals, flag records with no next step, and link the ones that need attention. Suggested cadence: Every Monday. Works with Attio, Slack.
- [Close-risk list](https://www.tryopentag.com/routines/close-risk-list): Find deals expected to close this month that have no recent activity or next step. Suggested cadence: Every weekday. Works with HubSpot, Slack.
- [Pre-call account brief](https://www.tryopentag.com/routines/pre-call-account-brief): Prepare the people, company context, and open questions before a sales meeting. Suggested cadence: Before sales meetings. Works with Google Calendar, Apollo, Slack.
- [Monday growth report](https://www.tryopentag.com/routines/monday-growth-report): Compare signups, activation, churn, and revenue with the previous week, then explain the changes worth discussing. Suggested cadence: Every Monday. Works with PostHog, Stripe, Slack.
- [Paid social performance](https://www.tryopentag.com/routines/paid-social-performance): Summarise spend and results on Meta Ads using the same comparison window each week. Suggested cadence: Every Friday. Works with Meta Ads, Slack.
- [Website and SEO pulse](https://www.tryopentag.com/routines/website-seo-pulse): Bring traffic and search performance into one weekly report with links to the source data. Suggested cadence: Every Monday. Works with Plausible, Search Console, Slack.
- [Stale pull request report](https://www.tryopentag.com/routines/stale-pull-request-report): Find pull requests waiting for review for more than a week and group them by likely blocker. Suggested cadence: Every weekday. Works with GitHub, Slack.
- [Blocked issue rollup](https://www.tryopentag.com/routines/blocked-issue-rollup): Group overdue and blocked Linear issues by owner so the team can clear the right work first. Suggested cadence: Every weekday. Works with Linear, Slack.
- [Launch readiness check](https://www.tryopentag.com/routines/launch-readiness-check): Collect incomplete launch work from Linear and ClickUp and call out anything without an owner. Suggested cadence: Every morning. Works with Linear, ClickUp, Slack.
- [Meeting prep briefing](https://www.tryopentag.com/routines/meeting-prep-briefing): Receive a private brief with who you are meeting, your history, open commitments, and source links. Suggested cadence: 45 minutes before. Works with Google Calendar, Granola, Slack.
- [Morning bookings digest](https://www.tryopentag.com/routines/morning-bookings-digest): Summarise the day's invitees, booking details, and schedule gaps before the first call. Suggested cadence: Every weekday. Works with Calendly, Slack.
- [Topic briefing](https://www.tryopentag.com/routines/topic-briefing): Report what changed since the last briefing across the documents and conversations you can access. Suggested cadence: Every two weeks. Works with Notion, Google Drive, Slack.
- [Invoice aging report](https://www.tryopentag.com/routines/invoice-aging-report): List overdue invoices and show which customers account for the largest outstanding balance. Suggested cadence: Every Monday. Works with Stripe, Slack.
- [Month-end input tracker](https://www.tryopentag.com/routines/month-end-input-tracker): Bring accounting records and the close checklist together, then flag missing inputs and owners. Suggested cadence: During month-end. Works with Xero, Google Sheets, Slack.
- [Stalled agreements report](https://www.tryopentag.com/routines/stalled-agreements-report): Find agreements still waiting on signatures and group them by owner and time outstanding. Suggested cadence: Every Wednesday. Works with DocuSign, Slack.
- [Inbox enquiry sweep](https://www.tryopentag.com/routines/inbox-enquiry-sweep): Group unanswered pricing and support threads, then prepare reply drafts without sending them. Suggested cadence: Every weekday. Works with Gmail, Slack.
- [Support ticket triage](https://www.tryopentag.com/routines/support-ticket-triage): Group open HubSpot tickets by age and theme and call out requests without an owner. Suggested cadence: Every morning. Works with HubSpot, Slack.
- [Hourly channel triage](https://www.tryopentag.com/routines/hourly-channel-triage): Batch new human messages from invited support channels and point out requests that still need a reply. Suggested cadence: Every hour. Works with Slack.
- [Blog](https://www.tryopentag.com/blog): Product thinking, field notes, and engineering choices from the OpenTag team
- [OpenTag has completed its SOC 2 Type I examination](https://www.tryopentag.com/blog/soc-2-type-i-examination-complete): Prescient Assurance examined the design of OpenTag’s controls relevant to Security as of September 23, 2026. Our report is now available by request.
- [OpenTag is backed by Y Combinator](https://www.tryopentag.com/blog/backed-by-y-combinator): OpenTag is part of Y Combinator’s Summer 2026 batch. We’re building the model-agnostic AI coworker we wanted when we were running every job ourselves.
- [OpenTag is officially approved for the Slack Marketplace](https://www.tryopentag.com/blog/approved-for-slack-marketplace): It’s official: Slack has approved OpenTag for listing in the Slack Marketplace. We built OpenTag for the place teams already work, and we love Slack.
- [The best AI interface is already open](https://www.tryopentag.com/blog/the-best-ai-interface-is-already-open): Work does not begin in a blank prompt. It begins in a thread, surrounded by the people, decisions, and tools that give it meaning.
- [AI work needs a handbrake, not a disclaimer](https://www.tryopentag.com/blog/ai-work-needs-a-handbrake): Confidence is not permission. Useful agents need hard approval gates before anything expensive, public, or irreversible.
- [What a useful weekly report actually contains](https://www.tryopentag.com/blog/what-a-useful-weekly-report-contains): A dashboard shows numbers. A useful report explains what moved, why it matters, and what the team should decide next.
- [Model choice should be infrastructure](https://www.tryopentag.com/blog/model-choice-should-be-infrastructure): Teams should describe the work they need done. Choosing the right model for each step should happen underneath the product.
- [From repeated request to reliable routine](https://www.tryopentag.com/blog/from-repeated-request-to-routine): The third time a team asks for the same outcome, the system should notice, and offer to take the next one.
- [Updates](https://www.tryopentag.com/updates): A running changelog of launches, integrations, and improvements
- [Docs](https://www.tryopentag.com/docs): Product documentation: setup, approvals, routines, the wiki, integrations, billing, and security
- [Privacy](https://www.tryopentag.com/privacy): Privacy policy
- [Terms](https://www.tryopentag.com/terms): Terms of service
- [DPA](https://www.tryopentag.com/dpa): Data processing addendum
- [Vulnerability disclosure](https://www.tryopentag.com/vulnerability): How to report a security issue
- [Support](https://www.tryopentag.com/support): How to get help
- [Trust center](https://trust.tryopentag.com): External trust center for security and subprocessors
## Documentation
Product documentation for people already using OpenTag: setup, approvals, routines, integrations, billing, and security.
### Getting started
- [OpenTag documentation](https://www.tryopentag.com/docs): Set up OpenTag, give it work, connect your apps and manage your workspace.
- [What OpenTag is](https://www.tryopentag.com/docs/getting-started/what-opentag-is): An AI coworker that uses Slack context, connected apps and company knowledge to carry out work.
- [Add OpenTag to Slack](https://www.tryopentag.com/docs/getting-started/add-opentag-to-slack): Install in Slack, complete workspace setup, review access and start a real job.
- [Your first job](https://www.tryopentag.com/docs/getting-started/your-first-job): Choose a small job, check its sources and turn useful work into a repeatable routine.
- [How a job runs](https://www.tryopentag.com/docs/getting-started/how-a-job-runs): What happens after you ask, how to steer the work and where a result or decision appears.
### Working with OpenTag
- [Where to talk to OpenTag](https://www.tryopentag.com/docs/working-with-opentag/where-to-talk-to-opentag): Choose a channel, thread, DM or web page with the right context and audience.
- [Asking for work](https://www.tryopentag.com/docs/working-with-opentag/asking-for-work): Specify an outcome, source, account and limits, then steer the work in the thread.
- [Approvals](https://www.tryopentag.com/docs/working-with-opentag/approvals): Email approval cards, secure inputs, held routine actions and the limits of approval prompts.
- [Results and sources](https://www.tryopentag.com/docs/working-with-opentag/results-and-sources): Check citations, open deliverables, inspect changes and give feedback on a reply.
- [Files, images and video](https://www.tryopentag.com/docs/working-with-opentag/files-images-and-video): Read attachments and create documents, spreadsheets, presentations, images and video.
- [Browser and web research](https://www.tryopentag.com/docs/working-with-opentag/browser-and-research): Research with sources and use the conversation’s browser to complete website tasks.
- [Commitments and follow-ups](https://www.tryopentag.com/docs/working-with-opentag/commitments-and-follow-ups): Find outstanding promises and unanswered conversations, then mark done, dismiss or snooze.
- [Choosing models](https://www.tryopentag.com/docs/working-with-opentag/choosing-models): Choose Auto or an available model and understand workspace, channel and media settings.
- [When OpenTag gets it wrong](https://www.tryopentag.com/docs/working-with-opentag/when-opentag-gets-it-wrong): Stop or correct work, repair a lasting fact and report a reply that missed the mark.
### Routines
- [What routines are](https://www.tryopentag.com/docs/routines/what-routines-are): Scheduled work with a human owner, a delivery destination and explicit sharing.
- [Creating a routine](https://www.tryopentag.com/docs/routines/creating-a-routine): Describe recurring work in Slack or the web app, choose its schedule and check the first run.
- [Managing routines](https://www.tryopentag.com/docs/routines/managing-routines): Edit schedules, manage Read and Edit access, handle held actions and recover a departed owner’s routine.
- [Routine permissions](https://www.tryopentag.com/docs/routines/permissions): See who has access to a routine and share it with people or channels in Slack.
### The company wiki
- [What the wiki is](https://www.tryopentag.com/docs/wiki/what-the-wiki-is): Sourced topic pages from conversations, documents and meetings, with team and personal views.
- [How pages get written](https://www.tryopentag.com/docs/wiki/how-pages-get-written): How source changes refresh articles, how corrections work and what version history retains.
- [Asking the wiki](https://www.tryopentag.com/docs/wiki/asking-the-wiki): Ask a question, follow the original evidence or request a briefing on what changed.
### Memory and skills
- [What OpenTag remembers](https://www.tryopentag.com/docs/memory-and-skills/what-opentag-remembers): Personal preferences, company knowledge and conversation records have different audiences and lifecycles.
- [Skills](https://www.tryopentag.com/docs/memory-and-skills/skills): Create and edit reusable procedures, scope them to channels and attach them to routines.
### Integrations
- [How connections work](https://www.tryopentag.com/docs/integrations/how-connections-work): Choose private or team access, document-sharing rules and read/write permissions for each account.
- [Connecting an app](https://www.tryopentag.com/docs/integrations/connecting-an-app): Connect an account, review its permissions and return to the job that needs it.
- [Available connections](https://www.tryopentag.com/docs/integrations/available-connections): Browse integration guides and check the live app catalogue for availability and permissions.
- [Custom MCP servers](https://www.tryopentag.com/docs/integrations/custom-mcp-servers): Connect another remote tool server and understand its authentication and permission limits.
- [Fixing a broken connection](https://www.tryopentag.com/docs/integrations/fixing-a-broken-connection): Find the failing account, reconnect it and distinguish credential issues from access restrictions.
- [Airtable](https://www.tryopentag.com/docs/integrations/airtable): Read and update records in your connected Airtable bases.
- [Apollo](https://www.tryopentag.com/docs/integrations/apollo): Research prospects and sales conversations through your Apollo account.
- [Attio](https://www.tryopentag.com/docs/integrations/attio): Search CRM context and maintain records with the access you choose.
- [Bland AI](https://www.tryopentag.com/docs/integrations/bland): Place and review outbound phone calls through your Bland account.
- [Cal.com](https://www.tryopentag.com/docs/integrations/calcom): Review bookings and availability, with supported booking and cancellation actions.
- [Calendly](https://www.tryopentag.com/docs/integrations/calendly): Read bookings, invitees and availability from the connected Calendly account.
- [Circleback](https://www.tryopentag.com/docs/integrations/circleback): Search meeting records for decisions, transcripts and action items.
- [ClickHouse](https://www.tryopentag.com/docs/integrations/clickhouse): Query analytics data through a read-only ClickHouse connection.
- [ClickUp](https://www.tryopentag.com/docs/integrations/clickup): Search tasks, Docs and project conversations in ClickUp.
- [Conductor](https://www.tryopentag.com/docs/integrations/conductor): Hand engineering work to a coding agent in a Conductor cloud workspace.
- [Confluence](https://www.tryopentag.com/docs/integrations/confluence): Search and read team pages, with optional page and space updates.
- [DocuSign](https://www.tryopentag.com/docs/integrations/docusign): Inspect agreements and envelopes, with supported signing-workflow actions when available.
- [Figma](https://www.tryopentag.com/docs/integrations/figma): Bring design files and comments into a discussion, with supported comment actions.
- [Fireflies](https://www.tryopentag.com/docs/integrations/fireflies): Find transcripts, summaries and meeting action items.
- [GitHub](https://www.tryopentag.com/docs/integrations/github): Inspect repositories, code, issues and pull requests through a read-only GitHub App.
- [Gmail](https://www.tryopentag.com/docs/integrations/
