AI-Native Quiz · For Engineering Managers

Free benchmark for engineering managers

AI-Native engineering teams are pulling ahead. How many AI-Native developers do you actually have?

Most managers guess three or four. The dashboard often tells a different story. Benchmark every developer on the 5 skills that define AI-Native. Free, about 7 minutes per person.

Count My AI-Native Developers
A ladder of five tiers rising from AI Skeptic to Excellent AI-Native Leader, with an empty plaque asking where your team sits
Every developer lands on this ladder. The question is where, and the empty rung is yours to fill in.

The gap

The gap between using AI and being AI-Native

Radar chart comparing a small Uses AI profile against a much larger AI-Native profile across the five skill categories

A Copilot license does not make a developer AI-Native. AI-Native means AI in every step: scoping, design, coding, review, and knowing which old habits to drop.

The quiz measures all 5 dimensions with timed, server-scored questions and places every developer on the ladder:

  • Perspectives. How they think about AI in the work.
  • Abilities. What they can actually do with AI tools.
  • Natural Talents. The working habits AI rewards.
  • Required Knowledge. What they must know to guide AI well.
  • Obsolete Skills. The old habits they need to drop.

See your team's shape.

Count My AI-Native Developers

The climb

Converting the rest is the point

Team dashboard with average score, coaching count, and every developer ranked by score
Your AI-Native scoreboard: team average on top, every developer ranked below it. Sample data shown.

Teams that measure become AI-Native

Teams that guess stay Copilot users. Free, no credit card, one link to start.

Count My AI-Native Developers