Major CFD computational penalty is caused by high requirement on spatial mesh resolution and this presentation shows the theory and practical feasibility of using coarse-grid CFD. It utilizes numerical viscosity induced by coarse CFD grid, coupled with simplest turbulence model. Case studies show that a uniform coarse grid can be applied, along with a constant turbulence viscosity model, to reasonably predict general airflow patterns. Such predictions is not as precise as fine-grid CFDs, but the accuracy is acceptable for indoor environment study at an early stage of a project. The computing speed is about 100 times faster than fine-grid CFD.