We support clients in acquiring various types of data from internal and external sources like Veeva, HMS, IMS and WK, and then load it into the data management framework using client’s standard data loading methods including direct access, messaging queue, web services and secure FTP and file watchers.
We provide modelling services for various data management solutions to ensure the data is presented in the right context to improve usability for end users. We also support mapping the source data to the target data model, keeping ETL architecture in scope.
Our expertise in complex data integration tools allows us to integrate data from different sources based on whether the source data and target scheme are structured or unstructured. We bring industry standard best practices, key principles of data management and integration architecture into our solutions.
We provide data profiling services during several stages of the data management lifecycle. Data profiling services during onboarding helps confirm the scope of the solution and reduces the risk of incomplete data, while ongoing profiling will help evaluate the quality of existing data and prepare or validate metadata.