RICH Workforce Diagnostic

How fluent is your AI capability, measured against the African average?

A 14-question diagnostic across seven AI capability domains. Your results benchmark your fluency against ARETE's live African dataset and recommend a personalised RICH Framework learning pathway.

Takes approximately 5 minutes. Results are emailed to you immediately upon completion.

Seven Capability Domains

Data Literacy

Your ability to read, interpret, and act on data in professional contexts.

AI Tool Proficiency

Your hands-on capability with AI tools like ChatGPT, Copilot, and domain-specific AI applications.

Agentic AI Collaboration

Your ability to work alongside autonomous AI agents that execute multi-step tasks.

AI Governance Awareness

Your understanding of AI regulations, accountability frameworks, and compliance requirements in your jurisdiction.

Strategic AI Thinking

Your ability to identify where AI creates value in your organisation and prioritise investments.

Ethical Reasoning

Your capacity to navigate bias, fairness, and the social impact of AI systems.

Change Management

Your ability to lead and support teams through AI-driven transformation.