In a large pot or deep skillet, heat the olive oil over medium heat.
Add the sliced chicken sausage and brown for about 5-7 minutes until golden. Remove the sausage and set aside.
In the same pot, add the diced onion and bell pepper. Sauté for about 4-5 minutes until softened.
Stir in the minced garlic and cook for an additional minute until fragrant.
Add the rinsed rice to the pot and toast for 2-3 minutes, stirring constantly.
Pour in the diced tomatoes with their juice, chicken broth, smoked paprika, dried thyme, cayenne pepper, salt, and pepper. Stir well to combine.
Bring the mixture to a boil, then reduce the heat to low. Cover and simmer for about 15 minutes.
After 15 minutes, add the browned sausage back to the pot along with the frozen peas. Mix gently and cover again. Cook for another 5-10 minutes until the rice is tender and all the liquid has been absorbed.
Once done, remove from heat and let it sit for 5 minutes before fluffing the rice with a fork.
Garnish with chopped fresh parsley before serving.
Notes
Adjust the cayenne pepper to taste for desired spiciness.