Everyone uses AI.
Very few
use it well.
Everyone has access to AI now. That's not the edge anymore. What separates people is how well they use it — some are getting real results, most are just poking at it. AIPRI tells you which side you're on.
Covenant University, 2026
AIPRI is a research-grounded diagnostic instrument that tells you exactly which side you're on — with a score, an industry-specific frame, and a roadmap.
How It Works
A simple three-step process backed by rigorous psychometric methodology
Take the Assessment
Complete 40 carefully designed items across 8 dimensions. A mix of self-report and real-world scenario questions that test both your knowledge and actual competence.
Get Your Score
See your score pattern instantly — how many of your 8 dimensions scored high, average, or need work. Unlock the full report to find out exactly which is which.
Unlock Your Roadmap
Access your full diagnostic report with detailed dimensional analysis, industry-specific framing, gap prioritisation, and a personalised 30/60/90-day development plan.
8 Research-Grounded Dimensions
Each dimension is grounded in multiple theoretical frameworks and published research
AI Knowledge
Understanding of what AI is, how it works at a conceptual level, types of AI, capabilities vs. limitations, and foundational concepts.
Tool Proficiency
Hands-on experience with AI tools, frequency and breadth of use, ability to select appropriate tools, and confidence navigating AI interfaces.
Prompt Engineering
Ability to construct effective prompts, iterative refinement skills, context-setting, role assignment, constraint specification, and output formatting.
Critical Evaluation
Ability to assess AI output accuracy, detect hallucinations, verify facts, identify biases, and judge production-readiness.
Workflow Integration
How effectively AI is embedded into daily workflows — task identification, time-saving practices, human-AI collaboration patterns.
Ethical Awareness
Understanding of plagiarism, attribution, data privacy, bias awareness, academic integrity, IP, and responsible disclosure.
AI Self-Efficacy
Confidence in learning new AI tools, growth mindset, self-regulated learning, resilience to change, and intrinsic motivation.
Domain Application
Ability to apply AI within one's specific academic discipline or professional domain, understanding field-specific risks and opportunities.
Developed by Researchers at Covenant University
AIPRI was designed by researchers at Covenant University, Nigeria — a leading institution for AI and educational technology research. The instrument is grounded in established psychometric methodology and informed by 16+ published scales in AI literacy, drawing from frameworks developed at UNESCO, leading research universities, and peer-reviewed literature on human–AI collaboration.
Two Tailored Tracks
Students Track
For undergraduate, postgraduate, and doctoral students. Scenarios contextualised for research, coursework, and academic writing. Measures your readiness to enter the AI-augmented workplace.
- ✓ Academic AI use scenarios
- ✓ Research & study contexts
- ✓ Academic integrity focus
Professional Track
For employed professionals and self-employed individuals. Scenarios contextualised for workplace tasks, client work, and career development. Measures your competitive AI advantage.
- ✓ Workplace AI scenarios
- ✓ Industry-specific contexts
- ✓ Data privacy & compliance focus
Your Personalised AI Readiness Report
Receive a comprehensive diagnostic report with dimensional analysis, industry framing, and actionable recommendations
Free Teaser Report
- ✓ Your score pattern (high / average / low)
- ✓ Preview of all 8 dimension names
- ✓ No account or payment required
Full Diagnostic Report (PDF)
- ✓ Overall score & readiness level unlocked
- ✓ Complete 8-dimension breakdown
- ✓ Detailed analysis of your top priority gaps
- ✓ Industry-specific framing for your occupation
- ✓ Gap analysis priority matrix
- ✓ Personalised 30/60/90-day roadmap
- ✓ Training recommendations
- ✓ PDF delivered by email
For Employers
Assess your team's AI readiness or screen candidates' AI competence during recruitment. Get aggregated insights across your organisation.
Learn About Enterprise Solutions