OpenTag
AIModel-agnostic AI coworker for Slack and Microsoft Teams that routes each task to the best of 80+ models and returns the work in-thread.
OpenTag
Model-agnostic AI coworker for Slack and Microsoft Teams that routes each task to the best of 80+ models and returns the work in-thread.
About OpenTag
OpenTag is an AI coworker that lives in Slack and Microsoft Teams, takes real work off a team's plate, and stays model-agnostic instead of belonging to a single model company. You mention it in a thread and it routes the task through Conifer to whichever of more than eighty models fits, reaching for Claude, GPT or Gemini only when the job actually needs a frontier model, which the company credits for roughly 70% lower model spend. Each run executes on its own sandboxed cloud machine, scoped to the connectors you enabled (HubSpot, Gmail, GitHub, Stripe, Zendesk, Notion, PostHog or your database) and torn down when it finishes, with permissions following the person who asked rather than a shared service account. Beyond answering, it volunteers: when it notices the same request three weeks running it offers to own the job on a schedule, and it holds anything leaving the company until a human signs off. It also maintains a self-updating wiki sourced to the threads decisions were actually made in, revising pages when a policy changes in a channel and noting what changed, so institutional knowledge survives turnover instead of rotting in stale docs.
Screenshots
Key Features
Use Cases
Frequently asked questions about OpenTag
What is OpenTag?
Model-agnostic AI coworker for Slack and Microsoft Teams that routes each task to the best of 80+ models and returns the work in-thread.
How does OpenTag work?
OpenTag works by combining Model-Agnostic Routing: Routes each tagged task through Conifer to the best of 80+ models across Claude, GPT, Gemini, Grok, DeepSeek, Qwen and more, cutting model spend by around 70%., Lives in Slack and Teams: Works where the team already collaborates, so results come back in the same thread the request started in with no separate app to open., Sandboxed Cloud Runs: Every run executes on its own cloud machine, scoped to connected tools and torn down on completion., Self-Proposing Automations: When the same request repeats three times, OpenTag offers to own it on a schedule, and you approve once instead of configuring a workflow., Self-Organizing Wiki: Writes and revises pages out of how the company actually operates, sourced to the originating threads, and notes what changed when a decision moves. to help users with Recurring Team Reports: Have the Monday metrics pulled, written and posted to a channel every week without anyone re-asking., Invoice and Collections Chasing: Schedule a weekly invoice chase across Stripe and email, with anything customer-facing held for approval., Institutional Knowledge Capture: Keep pricing, refund policy, customer tiers and runbooks current as decisions change in channels., Cross-Tool Analysis: Audit CAC by campaign or similar questions that span HubSpot, Stripe, PostHog and an internal database., Support and Ops Triage: Answer routine questions from company context in-thread so teammates stop interrupting each other..
What are the main features of OpenTag?
Key features include Model-Agnostic Routing: Routes each tagged task through Conifer to the best of 80+ models across Claude, GPT, Gemini, Grok, DeepSeek, Qwen and more, cutting model spend by around 70%., Lives in Slack and Teams: Works where the team already collaborates, so results come back in the same thread the request started in with no separate app to open., Sandboxed Cloud Runs: Every run executes on its own cloud machine, scoped to connected tools and torn down on completion., Self-Proposing Automations: When the same request repeats three times, OpenTag offers to own it on a schedule, and you approve once instead of configuring a workflow., Self-Organizing Wiki: Writes and revises pages out of how the company actually operates, sourced to the originating threads, and notes what changed when a decision moves..
Who is OpenTag for?
OpenTag is useful for anyone interested in Recurring Team Reports: Have the Monday metrics pulled, written and posted to a channel every week without anyone re-asking., Invoice and Collections Chasing: Schedule a weekly invoice chase across Stripe and email, with anything customer-facing held for approval., Institutional Knowledge Capture: Keep pricing, refund policy, customer tiers and runbooks current as decisions change in channels., Cross-Tool Analysis: Audit CAC by campaign or similar questions that span HubSpot, Stripe, PostHog and an internal database., Support and Ops Triage: Answer routine questions from company context in-thread so teammates stop interrupting each other..
How much does OpenTag cost?
OpenTag offers a free tier with paid plans for advanced features.
How do I get started with OpenTag?
Visit https://www.tryopentag.com/ to sign up and explore OpenTag.
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