Bring water, rice, and olive oil to a boil in a saucepan over high heat. Mix in onion, Sazón seasoning, adobo seasoning, garlic, and black pepper. Reduce heat to medium-low; cover and cook for 10 minutes.
Add beans and olives and cook until liquid has been absorbed, about 10 minutes. Mix before serving.