Use RICE to evaluate AI-generated project ideas before adding them to a delivery backlog.
AI produced a list of onboarding improvements, but the team needs to choose what enters the next delivery cycle. RICE: Reach x Impact x Confidence / Effort The common trap is treating the most vivid AI idea as the highest priority because it is easier to imagine. Reach Estimate how many users, customers, or project stakeholders the idea affects in the decision window. Reach prevents a loud edge case from outranking a broad workflow problem. Impact Score the expected effect on the project outcome, such as adoption, cycle time, risk reduction, or cost avoidance. Impact ties the idea back to…
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