DeMystifier is an innovative and breakthrough concept of unlocking clinical data stored in unstructured format. It is a data standardization framework capable of extracting structured data from unstructured documents for e.g. pdf’s containing clinical study data. Using the state of art machine learning algorithms and optimization techniques, data is transformed to relational data store. This functionality enables a user to quickly and accurately analyse data in an intuitive and unified interface.