assumption-risk-ledger

Assumption prioritization scores untested product assumptions by risk and confidence, generating a ranked ledger that highlights critical areas needing validation before development begins.

An assumption risk ledger maps product assumptions by confidence and impact, needed during pre-development product planning to manage risk and identify which untested hypotheses require validation first.

Validating product assumptions involves using a risk ledger that scores each hypothesis by impact and confidence, outputting a ranked list with specific recommended validation methods to test them.

Risk scoring applies directly to pre-development product planning by evaluating untested assumptions based on confidence and impact, providing clear prioritization and validation recommendations for decision-making.

Mapping product assumptions by risk and evidence requires categorizing each hypothesis by confidence, impact, and next validation step, producing a structured ledger for risk management and decision-making.