Intelligent project management involves understanding and managing risks and constraints that may impact project success. Risks can include funding, time, staffing, and external factors, while constraints relate to budget, schedule, and resource availability. Effective risk management requires early identification and proactive planning to enhance the chances of achieving project objectives.