Appreciative Inquiry does not replace rigorous analysis of AI harms. It complements it. By directing attention toward what is already working, what values already exist, and what ethical excellence already looks like in practice, it provides a generative foundation for responsible AI transformation.

Discover: find and understand the best of what already exists in your organisation’s ethical AI practice.

Dream: project forward from that foundation to imagine what consistent ethical excellence would look like.

Design: translate the dream into concrete structures, processes and practices.

Destiny: sustain the inquiry as an ongoing orientation, not a one-time project.

In a field often dominated by audits, frameworks, and compliance requirements, Appreciative Inquiry offers something rarer: a reason to be genuinely curious about human ethical capability, and a method for cultivating it.