FOR PEOPLE WHO WRITE CHECKS
AND DEFEND THEM.
Notes on acquisitions, fundability, digital reality, and judgment under uncertainty — not generic AI hype.
5 Things Every Investor Misses in Digital Due Diligence
Financial statements reconcile. The website looks fine. Here is what still breaks deals after close — and how to see it before you wire capital.
Why Your GTM Story Is Costing You on the Raise
Investors are not skeptical of your revenue — they are skeptical of your causality. When attribution and narrative do not line up, terms get worse.
The Hidden Value (and Risk) in a Business's SEO Profile
Organic is not a vanity channel. It is a map of demand, moat, and concentration risk. Here is how to read it like an operator, not a marketer.
Pre-Acquisition Red Flags That Do Not Show Up in the Data Room
The binder is clean. The interviews are upbeat. These are the patterns we watch when the story feels too smooth.
What Belongs in a Growth Metrics Appendix (and What Does Not)
A data room should answer questions before they are asked. Here is the minimum credible set for marketing and GTM diligence.
Where AI Actually Helps in Diligence — and Where It Gets You Fired
Speed without sourcing is malpractice. Here is how we use AI to compress timelines without hiding the chain of reasoning.