Ethical AI Design

Four executive leaders in blue suits walk on a sandy path toward the sea, with mountains in the background. Arrow pattern on sand suggests direction.

Ethical AI Is Not Optional. It Is a Leadership Responsibility.

Most AI ethics focuses on tools and checklists, not the deeper system design that shapes behaviour. Leaders cannot rely on individual responsibility alone. Ethical AI begins in the architecture. Drawing from Indigenous relational logic, the Whakapapa Tech Stack offers a practical, layered framework for building safe, trustworthy, future-ready systems.

Amber Taylor

Nov 14, 20255 min read