Impact Estimation

Purpose

Apply RICE scoring to prioritize features and initiatives based on quantified reach, impact, confidence, and effort, replacing gut-feel prioritization with a repeatable framework.

Scope Constraints

Produces prioritization scores and tier rankings based on provided estimates and data. Does not generate usage data, validate assumptions empirically, or make final prioritization decisions. RICE outputs are advisory and require stakeholder review before commitment.

Inputs

• List of features or initiatives to prioritize
• User base size and segmentation (for Reach estimation)
• Available team capacity (for Effort calibration)
• Business goals and success metrics
• Any existing data (usage analytics, user research, market data)

Input Sanitization