AICQ v0.2 · FREE · INSTANT ACCESS

Discover Your
AI Collaboration Quotient

A rigorous, task-based assessment that measures how effectively you collaborate with AI to improve thinking, decisions, creativity and execution — while retaining appropriate human judgement.

6 dimensions. 100-point score. Personalised development plan. Instrument version: AICQ-2026.1

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Your assessment is securely run on Sarah Pirie-Nally's main site. You will enter your details there, complete the assessment there, and follow your report journey there.

Start My Free AICQ Assessment

The assessment and its results are handled on Sarah Pirie-Nally’s main site. BWAI does not collect or receive your assessment responses.

ReactiveFunctionalProficientAdvancedGenerative

Which level are you? Your report will tell you.

WHAT WE MEASURE

Not whether you use AI.
How well you collaborate with it.

AICQ is not a measure of intelligence, technical skill, prompt length, how often you use AI, or enthusiasm for AI. A person should not score highly merely because they use AI constantly — or merely because they produced a good output.

20%

Problem Framing

Can you define the real problem before asking AI to solve it?

15%

Iterative Collaboration

Can you progressively improve the work rather than accepting the first output?

20%

Critical Judgement

Can you evaluate AI rather than automatically trusting it?

15%

Perspective and Synthesis

Can you use AI to widen and deepen thinking?

15%

Execution and Orchestration

Can you turn AI-supported thinking into useful work?

15%

Human Agency and Responsible Use

Do you remain accountable for the outcome?

WHAT YOUR REPORT LOOKS LIKE

Not a vanity number.
A capability profile.

AI Collaboration Quotient

74/100

Advanced collaborator

Instrument version

AICQ-2026.1

Dimension Breakdown

Problem Framing17/20

Iterative Collaboration13/15

Critical Judgement14/20

Perspective and Synthesis13/15

Execution and Orchestration9/15

Human Agency8/15

Unaided Baseline

Strong

Collaboration Lift

Moderate

Your unaided reasoning is already high. AI is currently amplifying your output modestly rather than transforming it — the opportunity is in orchestration, not in thinking.

Defect Detection

3 of 5 seeded issues identified. Missed: one unsupported statistical claim, one instance of the model agreeing with an incorrect assertion you made.

Strongest Capability

Reframing ambiguous problems and developing multiple perspectives.

Most Important Development Area

You create strong outputs but do not yet consistently convert repeated tasks into governed, reusable workflows.

Recommended Next Practice

Build one recurring AI-assisted workflow with explicit inputs, verification steps, approval points and performance measures.

Provisional score. Weights are pre-validation and percentile claims are not yet available.

YOUR ARCHETYPE

Your score tells you how well.
Your archetype tells you how.

Archetypes sit beside the score, never replace it. You may have a primary and secondary archetype.

🧭

The Explorer

Broad experimentation, limited consistency. Curious and wide-ranging.

🎨

The Director

Excellent creative iteration and feedback. Shapes AI output with precision.

🔬

The Analyst

Strong verification and reasoning. Catches what others miss.

🛠️

The Builder

Strong workflow and automation capability. Turns ideas into systems.

🕸️

The Integrator

Connects AI across complex real-world work. Sees the whole picture.

⚖️

The Steward

Strong governance, judgement and responsible adoption. Knows when to stop.

HOW IT WORKS

Three steps
to clarity

Enter Your Details

Your name and email — your personalised AICQ report will be sent directly to your inbox.

Complete the Assessment

Six performance tasks covering all dimensions of AI collaboration. Takes approximately 30–40 minutes. No coding required.

Receive Your AICQ Report

A 100-point capability score across 6 dimensions, your Collaboration Lift, defect-detection ledger, primary archetype, and a personalised development plan.

WHAT AICQ IS NOT

Rigour, not theatre.

Not a measure of intelligence

Not a test of technical coding skill

Not scored on prompt length

Not about how often you use AI

Not about enthusiasm for AI

Not about access to expensive tools

Not about seniority

Not a self-report questionnaire

Stop guessing.
Start conducting.

In 30 minutes, you'll know exactly how you collaborate with AI — and exactly what to develop next.

Free access

30–40 minute assessment

6-dimension capability report

Personalised development plan

Questions? Reach out at sarah@wonderandwander.com