Based on the notion that understanding the fundamentals is the key in developing a stable and reproducible process, an integrative approach that combines experimental observations, physical insights, and modeling has been applied to analyze the available data and suggest a suitable recipe for crystallizing the desirable anhydrous form of the API. The approach includes consideration of both solid-liquid equilibrium phase behavior of the system and kinetic effects. The relevant SLE phase behavior is studied, and used to explain the findings of the previous experiments. An initial recipe for obtaining the desired product form is developed and validated in a trial run.