Heat the vegetable oil in a large skillet over medium-high heat. Add the coated beef in a single layer and sear until browned and crispy, about 2-3 minutes per side.
In the same skillet, add the soy sauce, water, brown sugar, ginger, and garlic. Bring to a simmer and cook until the sauce thickens, about 3-4 minutes.