Map Assumptions Constraints and Dependencies
Unpack every underlying assumption regarding sales cycles, billing friction, software integrations, regulatory limits, and customer procurement processes. Rank these factors by risk level and identify critical operational dependencies.
Surfacing commercial dependencies and unvalidated assumptions protects the venture from fatal unit economic miscalculations. It provides a prioritised backlog of hypotheses that must be validated before locking in commercial architecture.
Create a comprehensive risk-rated matrix detailing all pricing, regulatory, technical, and operational assumptions. Each entry must list its potential impact on cash flow, current validation level, and required mitigation strategy.
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
What primary evidence supports your assumption regarding customer payment terms and cycles?
- 2
Which regulatory or compliance constraints could disrupt your transaction processing flow?
- 3
How dependent is this revenue model on third-party software integrations or platform fees?
- 4
What assumptions have you made about sales commission structures and acquisition costs?
- 5
Which single unvalidated assumption, if proven false, totally destroys this model's gross margin?