Decision guide · reviewed 2026-07-30
What does review-first automation actually mean?
Early work waits for approval; unsupported actions stay disabled; Autopilot is account-specific and only follows explicit eligibility and plan controls.
Good fit
Teams with reputational risk, nuanced claims, or a founder voice that requires an inspectable approval ramp.
Choose something else when
Not a fit for buyers demanding immediate unsupervised posting, policy evasion, or automation across unsupported actions.
The workflow
Draft → inspect grounding and journey → approve explicitly → provider accepts → reconcile completion → retain takedown/recovery controls.
A workflow-shaped demonstration
The demonstration shows a draft with one unsupported claim highlighted, a corrected version approved, and an account-specific Autopilot toggle that remains off.
Boundary
Review reduces avoidable risk; it does not guarantee platform acceptance, reach, accuracy, or business outcomes.
Test the relevant path
The sandbox is simulated and publishes nothing.