The New VC Diligence Stack: What Funds Ask for Before Leading a Round

Diligence has become far more operational than it was two years ago. Growth metrics remain critical, but funds are now testing execution resilience: can the team maintain product velocity while improving gross margin and reducing customer acquisition volatility?

For AI-native companies, a modern diligence package includes model cost sensitivity analyses, reliability incident history, and evidence that product usage maps to business outcomes. Funds increasingly request cohort-level expansion curves and qualitative churn reasons tied directly to roadmap decisions.

Founders who maintain this data continuously, not just during fundraising, enter partner meetings with stronger leverage and shorter cycle times.