AI System Psychological Safety Design Audit

Evaluate your AI system's level of psychological safety and get actionable design recommendations from Van Zyl's latest research (2026).

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As Published In

Van Zyl, L.E. (2026). The AI-IARA Framework: How to Cultivate Human Agency Before Artificial Intelligence Optimizes It A(ny)way. The Journal of Positive Psychology, 1-29.Van Zyl, L.E. (2026). The AI-IARA Framework: How to Cultivate Human Agency Before Artificial Intelligence Optimizes It A(ny)way. The Journal of Positive Psychology, 1-29.

How It Works

How it works

In one pass, the AI-IARA audit converts your design choices into a practical agency-risk profile and clear implementation priorities.

Score your system across 6 capacities

Rate your AI system on Awareness, Interpretation, Intention, Action, Relational Agency, and Autonomy.

Get risk flags and priority areas

Identify where your system may undermine human agency and which capacities need immediate attention.

Receive tailored recommendations

Get actionable, pattern-based recommendations to improve psychological safety in your AI design.

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