Data Governance Application with Generative AI
data.world has launched new automations and automation-driven workflows to accelerate the delivery of governed data across enterprise teams. The announcement introduces the third class of AI-driven bots on the data.world Data Catalog Platform.
The data governance-focused Eureka Bots join the data discovery-focused Archie Bots and DataOps-focused BB Bots to address the most pressing challenges to working effectively with data, automating data management processes, and delivering governed data for AI.
AI initiatives have intensified the workloads of data governance teams with an emphasis on data privacy, data security, and the accurate use of data. Governance is no longer a choice, but a requirement for both data consumers and responsible AI.
data.world’s inclusion of Eureka Bots in both its standard Data Catalog Application and in the new premium Data Governance Application ensure that teams at every stage of data catalog adoption can utilize robust governance capabilities.
With diverse governance automations, teams can elevate the focus of data governance teams from purely tactical program execution to strategic initiative leadership.
Foundational challenges like the security of personal identifiable information (PII) and compliance with regulations like GDPR and CCPA, threaten to stall data, analytics, and AI initiatives.
Go-to-market timelines are slowed further by an overwhelming reliance (70%) on manual data governance, as found in a recent survey of enterprise data governance leaders conducted by data.world and Goldman Sachs Asset Management.
Unsurprisingly, nearly every data governance leader (96%) wants increased automation in their organization. But the complex requirements of data governance have made it difficult to adopt automations without a complex coding environment.
“Innovations in generative AI are designed to improve the complex work of knowledge workers like data governance professionals. A recent MIT study on generative AI saw that ChatGPT reduced skill inequalities, changed how users spent their time, and increased productivity by up to 59%,” said Juan Sequeda, head of AI Lab at data.world.
“data.world bots integrate with generative AI and automation to deliver similar results through the data.world applications for data cataloging, DataOps, and data governance.”
With the new Data Governance Premium package, Eureka Bots are enabled to support automations with multi-step workflows and task management that incorporate a combination of human and machine decisions.
Out-of-the-box automations include:
- Data Access: Simplify data access controls and remove friction for data consumers;
- Metadata Enrichment: Streamline enrichment and free domain experts to focus on business value;
- Metadata Completeness: Monitor metadata quality with automated scoring and reporting;
- Metadata Freshness: Ensure definitions and glossaries are current with automated evaluations;
- Ownership Assignment: Prioritize business-critical data by assigning dedicated stewards; and
- Query-Based Actions: Easily automate governance workflows with custom action-based rules.