From the desk
Notes on standardization.
The latest on AI-driven financial insights, startup strategy, and business growth.
A Real Life Experience8 min readJun 9, 2026
Three Advisors, Three Answers
Three advisors where asked about the magnitude of the cost take-out required to turnaround the airline. Guess what happened? Three answers prevailed, with two conflicting directional guidance.
Read articleThe Pain-point: What Market Research Tells Us
90% of analysts still rebuild statements by hand in Excel, re-keying data from 10-Q/10-K filings, CapIQ, Bloomberg, FactSet and raw filings just to read them the same way.
5 min read·The PitchFit Premise
Why Peer Comps Break
The arithmetic is nearly always right. It is the basis that quietly breaks, and most decks never disclose it.
5 min read·The PitchFit Premise