Stress Test Evidence and Assumption Strength
Subject the matrix, recommendations, and underlying assumptions to rigorous critical evaluation and peer review. Identify confirmation bias, unvalidated market size figures, and unverified buyer willingness to switch.
Rigorous evidence review mitigates strategic risk before committing real capital and operational bandwidth to expansion. It ensures the venture thesis rests on stress-tested facts rather than founder optimism.
You must deliver a structured evidence log detailing key assumptions, confidence scores, identified knowledge gaps, and risk mitigation strategies. You must demonstrate clear validation for high-risk assumptions before advancing.
Five questions an expert would ask when reviewing your output
Use these to challenge assumptions, pressure-test your logic, and check the quality of this action's output in the context of the parent task and wider venture development.
- 1
Where in this analysis are you most at risk of confirmation bias, and how have you actively tried to disprove your hypothesis?
- 2
What level of primary evidence supports your customer acquisition cost assumptions in the adjacent market?
- 3
How would an incumbent operator in this adjacent sector attempt to defeat your entry strategy?
- 4
Which single unverified assumption, if proven wrong, completely invalidates this adjacent market thesis?
- 5
How resilient is this adjacent market opportunity to broader macroeconomic downturns or shifting capital environments?