//VALOR BRIDGE

AX Self-Assessment

AX Maturity Self-Assessment

Is your organization using AI — or working with AI?

Pick the score closest to where you are today in 10 areas — it takes less than 10 minutes. Your total shows your stage, the two-axis matrix shows which side is lagging, and your lowest area shows what to tackle first in the next 90 days. You can download the result matrix as an image.

How to score

  • 0 ptsNot prepared at all
  • 1 ptThe need is recognized, but little is being done
  • 2 ptsPartly in practice, but loosely structured
  • 3 ptsRunning in key areas, but needs to spread further and be refined
  • 4 ptsRunning systematically across the organization

Score what is actually working today — not what you plan to do.

Anything that exists only in a plan does not count.

Count something only if people actually use it, it is built into the workflow, and it can be verified through results or records.

The 10 areas

  1. 1.Organizational Readiness
  2. 2.Process Redesign
  3. 3.Agent JDs & Harness Engineering
  4. 4.Knowledge Infrastructure: RAG · Ontology · FDE
  5. 5.Token Economics & Cost Optimization
  6. 6.Change Management & Scaling
  7. 7.Governance & Accountability
  8. 8.Performance Measurement & RACE KPIs
  9. 9.Brand & GEO Response
  10. 10.Leadership & AX Culture
Your answers are scored in this browser only. Nothing is stored or sent.

Your first 30-minute call is free

You can talk to us before taking the assessment, too. We'll look at where you are and decide together what to do first.

Book a free call

Source of assessment items, interpretation criteria, and prescriptions: Young-oh Hwang, AX Agent Management (in Korean). The two-axis grouping and the 4×4 matrix are ValorBridge's interpretation.