| Primary job | One shared teammate takes varied team requests and turns them into finished work. Tie | A platform for deploying, orchestrating, and governing fleets of specialized enterprise agents. Tie |
| Agent model | A single workspace identity learns team patterns and handles different kinds of work through conversation. Tradeoff | Teams create specialized agents and can organize collaborative agent work in Pods with shared context and tasks. Edge |
| Knowledge and tools | 3,000+ integrations across CRM, billing, ads, support, engineering, docs, analytics, and productivity, plus browser fallback for tools without clean APIs. Tie | Connects company sources including Slack, Google Drive, Notion, Confluence, and GitHub, plus tools, web navigation, and MCP servers. Tie |
| Team surface | Built for Slack and Microsoft Teams. Dash works in the channels and private chats where the team already asks for work, shares context, and approves outputs. Edge | Offers a dedicated agent workspace and Slack access, with Pods for collaborative work among people and agents. Tradeoff |
| Governance and approvals | Approval-first execution. Anything that sends, writes, posts, or spends waits for an inline approval in your team chat. The approval appears where the request was made. Tie | Provides enterprise administration, source permissions, SSO, SCIM, role controls, and governance for deployed agents. Tie |
| Public pricing | $100 in free credits, then $50 per month for the whole team. No per-seat math. Edge | Free includes 500 lifetime credits. Pro is $24 per seat monthly when billed yearly with 8,000 credits. Max is $120 per seat with 40,000 credits. Monthly billing costs more. Tradeoff |