Where are you on your AI journey?

Use this brief assessment to map your skills and where to take them next.

  • 11 questions
  • ~5 minutes
  • Anonymous
Input your coordinates
Illustration of a map, compass, and pencil
Community heatmap showing 4256 responses. Darker cells indicate more people at that position.
SAE Level Explorer Practi­tioner Inte­grator Architect Steward
L5 Full Automation 2 49 92 42 32
L4 Mostly Automated 19 133 224 48 94
L3 Guided Automation 160 550 216 12 19
L2 Partially Automated 43 470 442 46 73
L1 AI-Assisted 108 533 147 202 153
L0 Manual 51 199 64 5 28

4256 participants

Vertical: workflow automation (L0–L5).
Horizontal: leadership stage (Explorer–Steward).
Based on John Maeda's SAE × EPIAS framework. Read John Maeda's full document