A structured pilot (Inception → Onboarding → Training → Audit → Workshop → Feedback) produces richer evidence and is more credible for grant applications, but demands more team time. A simple engagement is faster to initiate and lower overhead. This decision activates or collapses decisions D-09 (success criteria) and the onboarding/training design.