
Coaching theory is essential for both human coaches and AI systems to ensure effective and ethical practice. Current AI models, often trained on a limited set of goal-oriented theories, lack the nuance, adaptability, and deep relational capacity of human coaches. This begs for an explicit definition and of the theoretical landscape that informs AI coaching development.