Who is this AI readiness self-assessment for?

This assessment is for individual professionals, managers, educators, and practitioners who want to benchmark how effectively they combine AI skills, subject matter expertise, judgment, and governance in real work.

How long does the assessment take?

Most people complete the assessment in about 4 to 6 minutes. It includes 21 questions across four readiness pillars.

What will I get after I finish the assessment?

You receive a readiness quadrant, an archetype label, and practical next-step recommendations. You can also request a personalized plan tailored to your results.

What does the assessment measure?

The assessment measures four dimensions of AI readiness: AI skills, core skills, subject matter expertise, and meta-skills related to scalability, governance, and judgment.

How is my information used?

Your contact details are only used to send your report and follow up with relevant assessment resources. Results are submitted after you review them.

AI Readiness Self-Assessment

AI Skills (Y)50

SME Skills (X)50

Core (Stability)50

Meta (Scalability)50

Personalized Recommendations

Your two lowest sub-skills with actionable tips will appear here.

Advanced mode (optional): refine your recommendations by scoring detailed sub-skills after you have your core result.

AI — Prompting & Instruction Design50

AI — Grounding & Data Quality50

AI — Output Evaluation & Validation50

AI — Workflow Integration & Flow Orchestration50

AI — Tool Selection & Continuous Improvement50

AI — Governance, Traceability & Information Protection50

Core — Critical Thinking & Evidence Evaluation50

Core — Task Decomposition & Decision Framing50

Core — Synthesis & Integration50

Core — Logic Transparency & Pattern Recognition50

Core — Team Enablement & Reuse50

SME — Domain Foundation & Professional Methods50

SME — Local Context & Constraint Injection50

SME — Risk Intuition & Domain Logic Auditing50

SME — Standards & Quality Benchmarking50

SME — Knowledge Currency50

Meta — Learning Agility & Adaptability50

Meta — Resilience & Self-Awareness50

Meta — Judgment Calibration & Ambiguity Navigation50

Meta — Escalation & Governance Discipline50

Meta — Systems Thinking & Accountability50

Get Your Personalized AI-Augmented Suggestion Plan

Enter your details below to receive your results and a personalized plan for moving to AI-Augmented.

We only use this information to send your report and follow up on relevant assessment resources. Your results are submitted after you review them.

Quadrant (position)

SME (X-axis)
AI Fluency (Y-axis)

Petal-Glyph (modifiers)

Vertical petals = Core (Stability)
Horizontal petals = Meta (Scalability)

Your Next Best Move

Authority

Build your foundation with the AAOS framework.

Explore Books

Enablement

Accelerate adoption through role-based training.

View Training

Alignment

Solve specific problems in an outcome-oriented session.

Book Workshop