Warm a little oil in a large skillet. Cook the meat until browned and cooked through. Season with taco seasoning mix or homemade blend. Stir to combine, remove from heat, and set aside.
Spray air fryer basket with cooking oil.
Spread a layer of refried beans on each tortilla and spoon portioned ground beef on top. Roll the tortillas tightly and place seam side down on the air fryer basket. You should get 8-10 flautas.
Spray the flautas with cooking oil and cook at 350F for about 10 minutes.