Data Governance Product (DGP) - Data cataloging and predictive analysis of data assets.
Description
Vendor built in AI engine for data cataloging to automates the discovery, classification, and curation of data assets. And also provides predictive insights for data asset analytics. Uses Natural Language Processing (NLP) enables non-technical stakeholders to contribute to rule creation and facilitates the conversion of plain text into regular expression.
Detailed example
Efficient data catalog search results. Plain English conversation with the users to create technical regular expression rule creation
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
1. Reduced manual effort in assigning Business Terms to data assets in the Technical data catalog. 2. Reduced effort and time through generation of data quality rule code.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
No Agency data used for training