Let’s revisit a scenario we used earlier: the HR onboarding agent. The HR director thought everything was perfectly planned. The team had completed thorough stakeholder interviews for their employee onboarding agent. They’d validated success outcomes. The stakeholder outcome table looked impressive: “reduce onboarding task completion time from five days to 48 hours within three months, as measured by HRIS analytics tracking task timestamps.”