Preheat the oven to 350°F. Grease two 9×5-inch loaf pans with nonstick spray and line with parchment paper. Set aside.
In the bowl of a stand mixer fitted with the paddle attachment, cream the browned butter and sugar until light and fluffy, about 2–3 minutes.
Add eggs one at a time, mixing well after each addition. Add the vanilla extract and mix to combine.
Gradually add the flour and milk, alternating between the two, starting and ending with the flour. Mix until just combined. Do not overmix.
Divide the batter evenly between the prepared loaf pans. Bake for 60–65 minutes, or until a toothpick inserted into the center comes out clean or with a few crumbs attached.
Let the cakes cool in the pans for 10 minutes before transferring to a wire rack to cool completely.
Drizzle with extra browned butter before serving, if desired.