Due Diligence Report: Pre-Investment Technical Validation Review
Testing whether a founding team can name the cheapest experiment that would disprove its core assumption, before capital scales the bet.
Executive Summary
This review tested whether the team's foundational product assumption had been genuinely validated, or only supported by synthetic surveys and internal conviction, ahead of a capital commitment to scale it.
Findings
The team could not name, within a short window, the cheapest experiment that would conclusively disprove its foundational assumption, indicating the assumption had not actually been stress-tested.
Recommendation: Design and run that experiment before further capital is committed to scaling the current model.
Prior validation relied primarily on synthetic surveys and stated intent rather than real behavioral signals such as payment or binding commitment.
Recommendation: Replace survey-based validation with behavioral evidence, such as real transactions, before the next funding milestone.
Engineering investment had outpaced demand validation, with production-grade infrastructure built before the core assumption was confirmed.
Recommendation: Freeze further infrastructure investment until the core assumption passes a real behavioral test.
Conclusion
The team's engineering execution was strong. The capital risk was entirely upstream of the code, in an assumption that had never been placed under genuine pressure to fail.
Frequently Asked
What is the single test for whether a startup's core assumption has been validated?
Whether the team can name the cheapest experiment that would conclusively disprove it, and whether that experiment has actually been run, using real behavioral evidence rather than surveys.