These risks can be mitigated by focusing on 3 key data principles - Stewardship, Integrity and Provenance.
In building our comprehensive datasets, we source information from over 9,000 repositories globally. To make this an efficient process, we use Genie™ to provide Digital Asset Management and Active Data Services covering harvesting, ingest, storage and access to data. This is a continuous process of stewardship that currently manages over 3 billion data records.
Genie™ works with Iterative Folding™, our Machine Learning-enhanced mosaic technology that fills gaps and checks and corrects errors in data records. This is an automated process that is the foundation of our ability to provide high-integrity datasets for analytics.
Working alongside this process is our TrueProvenance™ technology, which was developed to track data from its source, through use and re-use, and any modifications, augmentations and updates. It is a full life-history of data records. TrueProvenance™ not only provides full audit capability, but aids in ensuring that any analytics processes that are undertaken are reproducible.
© Impact Data Metrics Ltd 2019