Developing effective learning leveraging AI focuses on actualizing intelligence and offering knowledge in the most effective way for the learner. AI can compress the workflow between your idea and the delivery. (See Agile Intelligence)

Over-reliance or outright outsourcing of learning to AI workflows can put the fundamentals of your learning purpose at stake and do longer-term harm to your organization. Just as the value of strategic consulting provides an outside view to the organization to help them realign or set new objectives, so too can AI be used during the development process to augment and provide additional perspectives to the learning.