NNCompass data management, ETL and cloud AI orchestration software acts as the bridge between your data sources (onprem or cloud) and AI/ML cloud services and libraries. NNCompass abstracts all required engineering tasks needed to both orchestrate and consume the output of AI/ML, even for UNSTRUCTURED data, in a single pane of glass that handles data ingestion (ETL), data preparation and transformation, streaming/pipelines and export to your format or database of choice. NNCompass was designed to make data integration and management more intuitive and efficient, while opening the worlds of open source AI and machine learning to everyone in the enterprise. NNCompass tackles in-memory data ingestion and dataflow, ML/AI orchestration, unstructured document prep and application of ML to apply structure to unstructured file formats (PDF, Word, Forms, Health Records, Text, Emails), data preparation & transformation, and data integration. Non-technical users can point their data at premier cloud-enabled AI services like AWS Comprehend & Comprehend Medical. We orchestrate all of the core engineering tasks required to take advantage of these services, making it much more efficient for the enterprise. Users can also select from a number of "Smart Data" creators to do amazing things with their data, like segmenting customers by fields like total spend and demographics, clustering data together based any type of performance metric, and many more use cases.