Heat the olive oil in a large skillet over medium heat. Add the onion, celery, and bell peppers to the skillet. Sauté until the vegetables are softened. Add the garlic and sauté until fragrant.
Add the vegan sausage to the pan and cook until golden brown and cooked through, crumbling it as you go.
Stir the rice into the veggies and sausage, season with smoked paprika, cayenne, garlic powder, onion powder, and thyme. Cook for 1 minute, stirring occasionally.
Add the bay leaves to the pan and stir in the veggie stock. Bring the mixture to a boil and then reduce the heat to low. Cover the pan and let the rice cook for 20-25 minutes or until it is tender and has absorbed the liquid.
Remove the pan from the heat and remove the bay leaves. Fluff the rice with a fork.
Taste the finished product and season with salt and pepper to taste.
Notes
To store: Transfer any leftovers to an airtight container and refrigerate for 3 to 5 days.To reheat: Warm the dirty rice in a skillet over medium heat, adding a splash of vegetable stock or water to prevent it from drying out, or heat it up in the microwave.To freeze: Pack the dirty rice in a freezer-safe container or bag and freeze for up to 2 months. Thaw overnight in the refrigerator before reheating.