WHAT BOARDS ARE ALREADY ASKING
Investors already grade AI companies on a margin curve most founders haven't segmented for themselves yet.
25% vs 60%
Gross margins for the fastest-scaling "AI Supernova" cohort versus slower-scaling peers, often negative in year one. The companies growing fastest are frequently the ones whose production costs were never locked down.
Bessemer Venture Partners, The State of AI 2025
70% vs 90%
Is Sierra CEO Bret Taylor's expected gross margin band for AI agent companies against traditional SaaS. Investors are already underwriting to a lower number than most founders think.
Fortune, Apr 2026
THE DISTINCTION MOST DECKS STILL BLUR
THE EVIDENCE
What the market already knows.
Every number here is sourced. Nothing on this page is invented.
$510B
in global startup funding in H1 2026, with more than 70% of Q2 capital going to AI companies.
Crunchbase News, Jul 2026
50-60%
is the defensible seed-stage gross margin investors now expect from AI founders, against 70 to 90% for traditional SaaS.
CRV, Jul 2026
2.2x vs 1.6x
median valuation step-up for AI companies versus non-AI, reaching 6.6x at Series D and later.
Fortune citing PitchBook, Aug 2026
11.4%
down-round rate in Q1 2026, even as most funding concentrated in AI. A widening gap for everyone else's numbers.
Carta, State of Private Markets Q1 2026
With Crystil
Verified.
Cost per customer and margin trajectory reconciled against the actual provider invoice, not a spreadsheet assumption.
Planned.
A documented path from today's margin to the benchmark your investors are already grading you against.
Proven.
Ninety days of verified data as a data-room page most of your batch won't be able to produce.
