Maturity assessment

Know your
AI Maturity
Score

For Product, Analytics & Engineering Leaders

Ten questions, about three minutes, across Product, Engineering and Analytics. You get a score out of 100 and a breakdown of where the points went.

Maturity whitepaper

The AI Workforce for Outer Loop Automation

Your score says where you sit today. This paper is what the next stage looks like: why AI at the keyboard plateaus, where company velocity actually comes from, and what it takes to automate everything after the code.

  • Why the outer loop is where the effort goes once agents write the code
  • The stages of the outer loop, and how each one is automated
  • The agents that run it, and how one completes a task end to end
  • Separating knowledge from intelligence, so a model swap costs nothing
  • Security, governance and the deployment options an enterprise needs
Download the whitepaper

PDF · 15 pages · October 2026 · no email required

Cover of the XHawk whitepaper, The AI Workforce for Outer Loop Automation
AI CTO Maturity Score - XHawk | Benchmark Your AI Engineering Org | XHawk