In today’s highly competitive business environment, companies are seeking to gain an edge by adopting AI in their business processes. Data sits at the heart of such initiatives and is critical to the success of all AI initiatives. The biggest challenge that enterprises face in their AI adoption journey is the inability to handle large scale data efficiently. Integrating data from various sources, building a dataset and profiling it is a critical part of AI pipeline and takes the maximum time in AI/ML lifecycle.
Nia Data provides highly effective tools and frameworks for complete Data Life Cycle Management overcoming the constraints of accommodating data of different schema or storage types. Nia Data increases data scientists’ productivity by orders of magnitude by providing end-to-end support for complex data workflows including data extraction, transformation and loading and blending with data from other sources to power further ML experimentation on the Nia AML workbench.