OpenTag is an AI coworker that lives in Slack. You tag it in a thread, and it uses your Slack context, company knowledge, and 50+ connected apps like Notion, GitHub, HubSpot, and Stripe to research answers, draft documents, analyze data, and complete tasks. It routes each job to a suitable model from 40+ options, asks for approval before consequential actions, and runs recurring routines on a schedule. Built for teams in engineering, sales, support, marketing, and finance.

• Tag-to-Task in Slack: Mention OpenTag in any thread and the result comes back to that same conversation. Your team doesn't have to learn a new interface or switch apps.
• Research Across Company Knowledge: Searches Slack, meeting notes, Notion, Google Drive, internal docs, and the web to answer questions with sources. You get answers grounded in how your company actually works.
• 50+ Integrations: Connects to tools like Gmail, Google Calendar, Sheets, Notion, Confluence, Linear, ClickUp, Airtable, Figma, HubSpot, Attio, Apollo, Stripe, Xero, GitHub, Supabase, PostHog, BigQuery, and Meta Ads. Custom MCP servers are also supported.
• Routines and Automations: Schedule recurring work hourly, daily, weekly, before calendar meetings, or at month-end. Results go to a Slack channel or DM, so reports like pipeline reviews or stale PR rollups arrive without anyone asking.
• Traceable Company Wiki: Builds sourced topic pages from conversations, documents, and meetings. Knowledge stays available even after people leave the team.
• Automatic Model Routing: Picks a model for each task from 40+ options, including Claude, GPT, Gemini, Grok, DeepSeek, Llama, and Mistral, weighing reliability, speed, capability, and cost. You never have to choose a model yourself.
• Approval Gates and Scoped Permissions: Consequential actions are shown for approval before anything changes. Each request runs only with the requester's own permissions, and private channels stay private.
• Files, Documents, and Engineering Work: Creates and edits Google Docs, Sheets, presentations, and other files, inspects GitHub repos, issues, and PRs, and can hand off scoped coding work to Conductor.

• Works Where Your Team Already Talks: Because it runs inside Slack threads, you can bring in OpenTag without rolling out a separate app or changing team habits.
• Not Billed Per Seat: Pricing uses shared workspace credits, and channels and people are unlimited. You can add the whole company without raising the bill.
• Model-Agnostic by Design: Automatic routing across 40+ models means you aren't tied to a single AI provider. The company says it targets up to a 70% cut in cost per tagged task, though it calls this a target, not a customer average.
• Human Control Over Risky Actions: Approval gates and per-user permission scoping let you automate work while keeping sign-off on anything consequential.
• Broad Cross-Team Coverage: One assistant covers engineering, product, sales, support, marketing, and finance tasks through its wide integration catalog.
• Security Credentials in Place: OpenTag is Slack Marketplace approved and backed by Y Combinator. It has completed SOC 2 Type I, with Type II in progress.

• Slack Only For Now: Microsoft Teams support is listed as coming soon. Teams that run on Teams or other chat platforms can't use OpenTag yet.
• Usage-Based Costs Vary: Tasks use different amounts of credits (roughly 25 to 1,250 per task), and monthly credits reset at month-end. Budgeting takes more planning than a flat per-seat subscription.
• Enterprise Controls Sit On The Top Tier: SSO, SCIM, audit log export, pay by invoice, custom data retention, and a dedicated support channel are Enterprise-only. Security-focused teams on the Team plan go without them.
• Some Integrations Are Read-Only: Routines list GitHub, Stripe, and Granola as read-only sources. OpenTag can report on these tools but can't make direct changes in them.

• Weekly Growth and Revenue Reports: Set a Monday routine that pulls PostHog and Stripe data and posts a summary to #growth. Your team starts each week with fresh metrics and nobody has to build the report by hand.
• Engineering Triage: Get a weekday rollup of stale pull requests from GitHub or blocked issues from Linear. Engineers can also tag OpenTag to investigate an issue or delegate scoped coding work to Conductor.
• Sales Meeting Prep: Have OpenTag send a private brief 45 minutes before external meetings, using Google Calendar, Apollo, and past meeting notes. Reps walk into calls with account context ready.
• Support Ticket Triage: Run a morning routine on HubSpot tickets or an hourly sweep of Slack channels. OpenTag sorts incoming requests and posts a triage summary to your support channel.
• Month-End Finance Tracking: Schedule an invoice aging report from Stripe or a month-end input tracker using Xero and Google Sheets. Finance sees outstanding items without chasing people for updates.
• Institutional Knowledge Capture: Let OpenTag build a sourced company wiki from threads, documents, and meetings. New hires can ask questions in Slack and get answers traced back to where decisions were made.