5G NR massive MIMO systems require intensive computation for matrix multiplication. It is shown that three 100 MHz 32-layer-64-antenna 5G NR beamforming systems can be implemented on 192 AI Engines with three kernels with slight differences. The proposed matrix multiplication implementation on AI Engine has a flexible and scalable architecture applicable to a wide range of use cases including but not limited to 5G wireless.