Gumloop vs Claude Cowork: Which is best for you?
With Claude, one user can build a powerful agent on their laptop. Gumloop is a complete platform for deploying AI agents across your entire org, with the audit logs, governance, and integrations your security and ops teams expect.
“Having one central place where we know all that activity is logged consistently, where we have consistent auth policies, where we can do scanning for things like prompt injections — that allows us to safely expand the use of AI.”
What Gumloop does that Claude Cowork can't
Agents that trigger on multiple apps and conditions
Agents and agentic workflows
White-labeled Slack agents
Real-time data via live APIs
Any model provider you want
Governance at the tool level
Gumloop vs. Claude Cowork
Claude Cowork is a local, desktop experience for individuals. Gumloop ships agents as a deployed, governed service the whole company can build on.
Gumloop |  Claude Cowork | |
|---|---|---|
Platform | ||
| Where it runs | ||
| Always-on execution | ||
| Per-agent auth + scopes | ||
| Surfaces | ||
| White-labeled per-team Slack agents | ||
AI capabilities | ||
| Build agents with natural language | ||
| Live, AI-powered artifacts | ||
| Skills | ||
| Sub-agents | ||
| Multi-conditional triggers | ||
| Polling triggers | ||
| Real-time event triggers | ||
| Web monitoring | ||
| Non-Anthropic models available | ||
Pricing | ||
| Pricing model | Single credit subscription | Seat fee + API usage |
| Major AI models included in subscription | ||
| Pre-flight cost forecasting | ||
| Per-group / per-workflow budgets | ||
| Premium enrichment tools included (Apollo, Exa, Firecrawl, Semrush, etc.) | ||
| Free tier | ||
Security, compliance, and governance | ||
| SOC 2 Type II, HIPAA-ready | ||
| SSO and SCIM | ||
| Zero Data Retention | ||
| Compliance API + data exports | ||
| OpenTelemetry export | ||
| Centralized data retention | ||
| RBAC with composable roles + permission groups | ||
| Per-tool / per-action App Policies | ||
| Virtual private cloud deployment | ||
| Conversational analytics agent | ||
| AI proxy routing | ||
| Allow/deny lists for AI models | ||
| Automatic model fallbacks | ||
Support and enablement | ||
| Dedicated CSM and solution architect (on enterprise) | ||
| On-site enablement (on enterprise) |
Deploy agents to your whole org
Claude Cowork is a local desktop app: every conversation lives on a single machine; every scheduled task pauses when the laptop sleeps. With Gumloop, the whole team can talk to the same agents, on the same data, with the same governance. Create custom white-labeled agents for Slack and email, each with its own identity, scopes, and audit trail.
Audit, retain, and govern every tool call
Cowork activity isn't captured in audit logs or data exports, and conversation history lives on each user's laptop. Gumloop logs every tool call, allowing your security team to monitor and control data use across all of your organization's AI agents — both on and off Gumloop. Plus, Gumloop gives you allow/deny lists across model providers, audit-ready data retention, and a full-platform VPC deployment option.
Multi-conditional triggers across your stack
Cowork can automate based on recurring schedules (if the user's laptop is open). Gumloop agents can do that, and fire in response to real-time events from webhooks and triggers across 100+ apps, and monitor the web. State complex, multi-app conditions in plain English ("when a customer opens 3+ high-severity Zendesk tickets and HubSpot shows renewal within 60 days, alert the AE"), and get an agent that runs exactly when you need it to.
Gumloop vs. Claude Cowork
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