It adds an earthy, umami and savory flavor to any dish. In non-vegan cooking, this type of flavor is obtained by adding anchovies. Obviously, they're not a part of vegan diet. However Miso paste does a wonderful job of bringing the flavor without adding non-compliant ingredients.