Retain results and explicitly interpret what they do and do not support.
Use this section to see how evidence, interpretation and an explicit founder decision remain separate. The example is deliberately read-only so you can inspect the reasoning sequence without mistaking fictional records for observations from your own market.
Concierge processing experiment
Completed · Validated
A controlled workflow reduced preparation time while keeping correction review explicit.
Window
2026-04-13 to 2026-04-24
Criterion
Reduce weekly preparation by at least two hours with fewer than 5% material corrections.
Result
Preparation decreased by 2.4 hours per week; 3.2% of records required material correction.
Learning Review
Continue with limits
The result supports another bounded customer test, not an integration roadmap.
Conclusion
The review workflow is useful under controlled conditions.
Contradiction
One small sample does not establish repeatable delivery or acquisition.
Next action
Recruit two independent service firms and test a paid Pilot Offer.
