The evolving landscape for API producers is witnessing remarkable shifts, driven by several advancements . We’re observing a growing focus on streamlined manufacturing techniques, with special emphasis on sustainable chemistry and bio-based methods to reduce environmental impact . Further directions include the implementation of advanced analytic