Audit Scenarios Against Venture DNA and Criteria
Run the isolated assumptions through AI-assisted scenario models to stress-test them against core venture DNA, historical performance benchmarks, and industry standards. Cross-reference prospective outcomes against strategic constraints such as gross margin targets, capital efficiency ratios, and target dilution limits. Evaluate whether the projected trajectory aligns with the venture's core strategic narrative and mandate.
Completing this action verifies whether the scenario projections remain coherent with the venture's established operating principles and strategic DNA. It ensures that path-to-profitability models are mathematically sound and strategically aligned with board expectations.
The founder must produce an AI audit report detailing model outputs under best-case, base-case, and severe downside scenarios. The report must explicitly highlight where scenario trajectories breach venture DNA constraints or benchmark norms.
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
How do your scenario growth rates compare against verified historical metrics recorded in your venture DNA?
- 2
What specific AI prompts were used to stress-test your unit economics against industry-specific margin erosion?
- 3
Where does the modelled base-case diverge from the original strategic thesis presented to early investors?
- 4
How robust is your operational delivery capacity if demand surges to the upside limits of your model?
- 5
What venture DNA rules prevent you from cutting key capabilities to artificially extend zero-revenue runway?