I feel senior management wants to understand the projects that project managers manage. Project management software gives senior managers visibility into the active projects. This helps the senior manager know if the project is on budget and on cost. Likewise, the project management software can highlight areas where risk is increasing. I feel AI agents can provide real time feed back through dashboard key point indicators activity occurring on the project. This could include images and digital twin interpretations done by AI.