If the work doesn't have clear logic and defined success criteria, don't build an AI system around it. You end up designing the business logic and the AI simultaneously — that is the most reliable path to failed transformation.
AI without organizational context performs like an entry-level hire with no experience. Context is the infrastructure.
Internal and external knowledge management.
How do you gain knowledge about a new domain fast enough to build in it?
What is the best system for filtering information and converting it into actionable insights?
A great teacher explains a complex subject in simple terms. A great coach makes the meaning important to you.