The challenge of gathering the insights mentioned above lies solely in the task of sifting through hundreds, if not thousands, of siloed, diverse, and sometimes restricted data sources. These sources may be related to epidemiological studies, social media data, prescription data, physician interactions, patient reviews on e-commerce websites, etc. It can be a daunting process simply due to the sheer volume and variety of data sources available across multiple channels today.