In a large pot over medium-high heat, heat 3 tablespoons of olive oil. Add the cubed chicken and sliced andouille sausage. Cook for 5-7 minutes, stirring occasionally, until the chicken is browned and cooked through.
Add the diced onion, sliced celery, diced bell pepper, and minced jalapeño to the pot. Cook for about 5 minutes, stirring frequently until the vegetables are softened.
Stir in minced garlic, ground cumin, smoked paprika, chili powder, cayenne pepper, and all-purpose flour. Cook for 1 to 2 minutes, stirring constantly to prevent burning.
Gradually pour in the chicken broth while stirring. Add the great northern beans. Bring the mixture to a simmer, then reduce the heat and let it cook for 10 minutes.
Stir in raw shrimp and heavy cream. Cook for an additional 2-3 minutes until the shrimp turn pink and are fully cooked. Serve hot.
Notes
For extra heat, increase the amount of cayenne pepper or add hot sauce to taste.