A money-focused guide to judging agent workflows by commercial utility rather than demo theatre.
Why operators should care
Helps readers choose workflows that can save labour or create sellable services.
Commercial path
Money claim type: make money.
Use the operator margin test to identify workflows that can save labour or support a sellable service after evidence is gathered.
Estimated cost: Requires an operator's existing agent subscription plus human review time.
- Treat revenue as a hypothesis until source-backed proof or first-party testing is added.
- Human review, data access, and platform limits can erase apparent margin.
Checks and risks
- Risk: income claims require proof
- Risk: human review costs may erase margin