Beam AI vs Gumloop
A side-by-side comparison of Beam AI and Gumloop, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Beam AI | Gumloop |
|---|---|---|
| Category (differs) | Agent | Automation |
| Pricing (differs) | PAID | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web, API | Web |
| Model support | Multi-model | Multi-model |
| Vendor (differs) | Beam AI | Gumloop |
The honest brief
Beam AI
Turns a written SOP into a self-learning agent for back-office ops — built for deeply integrated enterprise workflows, not lightweight task automation.
- Builds agents from existing SOPs
- Deep enterprise system integration
- Spans finance, HR, and ops
- Handles document and data-entry work
- Enterprise sales, custom pricing
- Not aimed at individual users
- Setup needs process documentation
Gumloop
AI-native canvas where agents and workflows call each other, plus MCP integrations built from a prompt.
- AI-first node-graph builder
- Agents can call workflows and self-correct
- Build MCP integrations via natural language
- No-code, fast to prototype
- ~100 integrations vs Zapier's thousands
- Ecosystem still maturing
- Less mature error handling than Make