Innovation Insight: How Generative AI Is Transforming Data Management Solutions

Analyst(s): Roxane Edjlali, Mark Beyer, Ehtisham Zaidi, Melody Chien, Nina Showell

Generative AI (GenAI) has a profound effect on the way we think of data management. Data is inherently fragmented by how it is collected and used. The ability to easily access data without having to manually resolve all of these challenges promises to lead us to a new era where natural language will become the data language.

The combination of the data fabric and GenAI capabilities could automate or augment current manual data management tasks. These tasks include:

• The creation of new data pipelines
• Physically structuring and organizing data for users 
• Creating data products or any of the architectures, designs and implementations used to resolve data fragmentation, context and semantic variations.

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