Data is the core asset of any organization. It exists in silos, myriad formats, databases, and database systems. Numtra provides methodologies and tools to bring data into a single, cohesive view. We help ingest both structured and unstructured data from all sources to build an efficient internal, canonical model. This is consolidated into a data lake for data cleansing, filling data gaps, feature extraction, statistical analysis, and data science solutions.