Document Critical Assumptions and Operational Constraints
Catalog every underlying commercial assumption, hard constraint, and inter-item dependency within the financial model. Categorise each item by confidence level and highlight single points of failure across sales, delivery, and capital requirements.
Completing this action exposes all hidden vulnerabilities and unverified hypotheses embedded within your financial projections. It provides the evidence base necessary to de-risk the model and prioritise validation experiments before committing capital.
The founder must produce an explicit Assumption and Dependency Matrix mapping each model input to its evidence grade, operational constraint, and risk rating. This document must explicitly flag high-impact, low-evidence assumptions that threaten model stability.
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
Which three financial assumptions carry the highest risk profile alongside the lowest empirical validation?
- 2
What operational constraints limit your capacity to scale revenue without triggering immediate step-costs?
- 3
How do key supplier dependencies or platform integrations constrain your gross margin assumptions?
- 4
What evidence proves that customer acquisition costs will remain stable as marketing spend scales?
- 5
Why do you believe your cash-conversion cycle assumptions will survive real-world customer procurement delays?