RICE Is a Debate Tool, Not a Spreadsheet
Use RICE scores to surface and challenge prioritization assumptions.
Principle: RICE earns trust when it makes uncertainty visible. The Four Factors Reach asks how many customers or events are affected in a defined time period. Impact asks how much the initiative moves the target outcome for each affected person. Confidence discounts weak evidence. Effort divides the benefit by the cost of the work. Why It Works The mechanism is decomposition. Instead of saying one idea feels bigger, you make the size, effect, certainty, and cost inspectable. That makes disagreement useful. A sales lead can challenge reach. A researcher can challenge impact. Engineering can challenge effort. The PM can challenge…
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