AI Capability Professional™
A rigorous, scenario-based assessment of how you think, decide and exercise judgement when working with AI — not a quiz about features, but a measure of professional judgement.
28 scenario-based items
SJT methodology, expert calibrated
Your AI Capability Index
Strong, consistent judgement when evaluating and acting on AI-generated information, with room to sharpen escalation timing.
Working With AI Is Now a Professional Competency
Almost every professional role now involves AI-generated information at some point — drafting, research, analysis, recommendations or decision support. Yet most assessments still measure knowledge of tools rather than the quality of judgement behind how that information is used.
Generic AI quizzes fall short
Knowing how to write a prompt is not the same as knowing when to trust, challenge or escalate an AI-generated answer.
Judgement is the real differentiator
The professionals who add the most value are those who use AI critically — verifying, questioning and maintaining ownership of decisions.
Employers are starting to ask
Recruiters and managers increasingly want evidence of AI-assisted judgement quality, not just self-reported confidence with AI tools.
What the AI Capability Profile™ Measures
Six core competencies, assessed through realistic, scenario-based situational judgement items rather than self-report questionnaires.
AI-Assisted Decision Quality
Uses AI output to strengthen decisions without outsourcing judgement to the tool.
Critical Evaluation of Outputs
Checks, challenges and verifies AI-generated content rather than accepting it at face value.
Human Oversight Behaviour
Maintains meaningful review and accountability rather than passive acceptance of AI suggestions.
Escalation Judgement
Recognises when uncertainty, risk or ambiguity in an AI output needs to be raised rather than resolved alone.
AI Risk Awareness
Identifies commercial, ethical, reputational and operational risks arising from AI-assisted work.
Confidence Calibration
Balances appropriate trust and healthy scepticism when acting on AI-generated information.
A Professional, Personalised AI Capability Report
Complete the assessment online and receive a structured report you can use for career development, job applications, or simply to understand your own AI-assisted judgement profile.
- Overall AI Capability Index score (0–100)
- Scale-level scores across all six core competencies
- Narrative feedback in plain English, not just numbers
- Personal strengths and development priorities
- Benchmarking against a relevant comparison group
- A shareable summary certificate of completion
Recruiter / Self-Development Note
Strengths
- Challenges unsupported AI-generated claims before acting
- Balances speed and accuracy under time pressure
- Strong awareness of AI-related commercial risk
Development priorities
- Escalate uncertainty earlier when evidence is incomplete
- Document verification steps more consistently
How the AI Capability Profile™ Works
Register and begin
Create your assessment account on the RWA website and start when convenient — no special software required.
Work through realistic scenarios
28 scenario-based items present realistic situations where AI-generated information may be useful, incomplete or misleading.
Judge, don’t guess
Rank or select the most and least effective responses, drawing on real judgement rather than recalling facts.
Receive your report
Get your personalised AI Capability Profile™ report shortly after completion, with scores, narrative and next steps.
Example scenario format
AI Workplace Situation → Your Decision → Judgement Evidence → AI Capability Profile™
Each scenario describes a workplace situation involving AI-generated output. You choose the best and least effective course of action from a set of realistic response options, each independently rated for realism and calibrated against expert judgement.
Generic AI Quiz vs AI Capability Profile™
Most “AI skills” tests measure familiarity with tools. The AI Capability Profile™ measures the judgement behind how those tools are used.
Often Measure
Tool familiarity, terminology recall, prompt syntax and self-reported confidence with AI products.
- Multiple-choice knowledge questions
- Self-report confidence ratings
- No link to real workplace judgement
- Easy to game or memorise
Measures
AI-assisted judgement, verification discipline, human oversight, escalation behaviour and responsible AI use.
- Scenario-based situational judgement items
- Expert-calibrated scoring keys
- Maps directly to real workplace decisions
- Defensible, psychometrically grounded design
Built for Individuals, Useful for Organisations
Working Professionals
Benchmark your AI-assisted judgement and identify concrete areas for development.
Job Seekers
Provide employers with structured, credible evidence of responsible AI capability.
Managers & Leaders
Understand your own AI judgement profile before coaching others through change.
Organisations
Use the same methodology at scale for screening, benchmarking and capability mapping.
Built on Established SJT Methodology
The AI Capability Profile™ follows rigorous situational judgement test design principles, the same standard RWA applies across its graduate, leadership and governance assessments.
| Design Element | Approach Used |
|---|---|
| Item format | Realistic scenario-based situational judgement items |
| Scoring model | Best/worst response keys, expert-calibrated |
| Construct coverage | Six core AI capability competencies |
| Calibration | Expert panel agreement, adjusted for consumer audiences |
| Quality review | Item-level realism and rationale checks across the full bank |
| Reporting | Index score, scale scores, narrative feedback, development priorities |
Common Questions About the AI Capability Profile™
What is the AI Capability Profile™?
It is a scenario-based psychometric assessment that measures how you think, decide and exercise judgement when working with AI tools, rather than simply testing your knowledge of AI products or features.
Is this a test of AI knowledge or AI skills?
No. It does not test which buttons to click or which prompts to memorise. It measures judgement: how you evaluate AI output, decide when to trust it, and know when to verify or escalate.
How long does the assessment take?
Most candidates complete the AI Capability Profile™ in around 25 to 35 minutes, working through realistic workplace scenarios at their own pace.
What do I receive at the end?
You receive a personalised report with your overall AI Capability Index, scale-level scores across the core competencies, narrative feedback, and development recommendations.
Is the AI Capability Profile™ suitable for employers as well as individuals?
Yes. Individuals can complete it for personal and career development, and employers can use the same methodology for screening, workforce benchmarking and capability mapping.
Is the assessment psychometrically validated?
The AI Capability Profile™ is built using established situational judgement test methodology, including structured scoring keys, expert calibration and item-level quality review.
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Benchmark Your AI Capability Profile™ Today
Whether you’re developing your own career, preparing for a role, or exploring this for your organisation, book a confidential consultation to discuss the AI Capability Profile™.