I once spent 3 months building a complex financial model for a Series A SaaS pitch. We presented it, and the VC asked, "What was the sample size for your churn projection?" My stomach dropped. It was based on 7 customers. We didn't get the funding. Now, I always validate the data before I even open Excel.