A new systematic framework from RAND determines the optimal timing and method for deploying AI in knowledge tasks. The research focuses on evaluating task suitability and operational risks before integration. It provides a structured rubric for managers to decide between human-led and AI-augmented workflows. Practitioners can use these metrics to avoid inefficient automation.