O vs Claude Tag
Claude Tag is a per Slack Channel agent, centrally set up by owners. @O gives every employee their own AI coworker in plain English, on any model, across 1,000+ tools.
O gives every employee their own AI coworker.
- Setup
@O is a one-click admin install, anyone can use their own AI coworker day one.
- Model choice
@O runs on any provider, including your own local LLM.
- Agent philosophy
@O is one AI coworker per user that works and remembers across Slack Channels.
- Connectors
@O connects 1,000+ tools out of the box, inside Slack.
Claude Tag is an owner-provisioned, per-channel agent.
- Setup
Tag is provisioned as an agent per Slack Channel, centrally managed by an owner.
- Model choice
Tag runs on Claude only.
- Agent philosophy
Tag is centrally defined by an owner on a per channel logic.
- Connectors
Tag ships ~14, each owner-wired, extendable via custom MCP.
Comparison table
Live.
Public beta. Enterprise and Team plans only.
Bottom-up. One-click admin install, no API keys. Any employee delegates in plain English, day one.
Top-down. Owner provisions per Slack Channel: pair Slack, wire each tool's auth, set spend limits. Not a 5-minute install.
Multi-model, including your own local LLM for cost control.
Claude Opus 4.8 only.
One AI coworker per user, with persistent context across Slack Channels, tools and time.
Centrally defined by the owner by Slack Channel, context scoped to that Slack Channel. Personal Claude in DMs.
1,000+, added inside Slack in plain English. Custom API connector available.
~14 curated at launch, each owner-wired. Extendable via custom MCP an admin sets up.
Per-user identity. Each AI coworker acts as its user, with attributable actions.
Acts under its own service account. Actions log as "Claude".
Proactive by design. Schedules its own work and suggests automation before you think of it.
Ambient mode exists, opt-in.
Portable, inspectable, model-neutral.
Channel-bound, non-portable.
Metered API-rate usage with a credit system. $100 free credit.
Metered API-rate usage. One-time launch credit.
When to choose @O vs. Claude Tag
Choose @O if
- You want every employee using AI on day one, not just engineers.
- You need model flexibility, including running your own local LLM.
- You want one AI coworker per user that remembers across tools and time.
- You want people to connect their own tools in plain English, within guardrails.
- You need actions attributed to the person who asked for them.
Choose Claude Tag if
- Your team is technical and happy to own its own setup.
- You are all-in on Anthropic and don't need model choice, nor vendor flexibility.
- Your work lives inside a few well-scoped Slack Channels.
- You already run Claude Enterprise or Team and want to extend it.
- A shared service-account identity works for your governance model.