The AI readiness gap: why startups need a different framework

McKinsey finds 89% of companies have deployed AI, but only about 6% report capturing significant value, and for smaller teams the gap tends to be wider, not narrower.

By Faris Haddad · Published Oct 2026 on LinkedIn

Why it matters

Enterprise readiness frameworks tend to score what startups don't have, such as AI budgets, dedicated ML teams and governance boards, and overlook what they do have. This opens a startup-specific framework grounded in McKinsey, Stanford and ISG research.

What you'll get

Why the readiness gap exists, and the four dimensions a startup should actually measure.

Who should read it

Startup founders, CTOs, early-stage operators

This page is a short guide. The full article is published on LinkedIn, and also on Medium.