Gumloop builds the flow. Pagerox hires the person who runs it.
Gumloop is a capable workflow builder with real agent logic: a visual canvas, a natural-language builder, sharing with a request-access flow in Slack, version history and model choice across providers. Pagerox is for work that looks like a job rather than a flow, done by an employee whose freedom grows with its record.
| Gumloop | Pagerox | |
|---|---|---|
| Unit of work | A flow, or an agent you configure. | A role with responsibilities, tools and permissions. |
| Autonomy | Fixed at design time: a step asks or it does not. | Levels per AI employee that move up on KPIs and back down when the record slips. |
| Proof it is ready | Run history. | Our AI evaluator scores outcomes and keeps a dated promotion record. |
| What it knows | Each user connects their own accounts; the agent sees what they connected. | One company memory, read within each employee's role, and answered only to its audience: in a channel, everyone in it. |
| Governance | Custom granular roles are positioned as Enterprise. | Access controls, approvals and the audit trail on every workspace. |
When to use them instead of us. If the job is a sequence of steps you can draw, build it in Gumloop. Hire from Pagerox when it needs judgment and a track record someone can sign off on.