All designs targeting AI Engine-ML and AI Engine-ML v2 devices can be debugged from within the Vitis IDE.
For more details on debugging the AI Engine-ML and AI Engine-ML v2 applications, see Profiling and Debugging the Application in the Data Center Acceleration using Vitis (UG1700).