"We do have issues with consistency sometimes" That's a strange statement. Having issues with consistency means that sometimes the output is wrong. What does it mean to have issues with consistency sometimes ? You're either consistent or you're not.
Consistency issues can be caused by a wide range of factors from inference hyperparameters to prompting.