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Generative AI has had a transformative impact across numerous sectors and industries — and data management is no exception. The full extent of GenAI’s implications for data governance is yet to be determined. Areas such as data access, extraction, and analysis are already undergoing incredible transformations.

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Introduction to Generative AI and its Role in Unstructured Data Extraction Automation

Generative AI has had a transformative impact across numerous sectors and industries — and data management is no exception. The full extent of GenAI’s implications for data governance is yet to be determined. Areas such as data access, extraction, and analysis are already undergoing incredible transformations.

This whitepaper examines GenAI’s potential in automating unstructured data extraction, focusing on the following:

  • Generative models and unstructured data
  • Future trends and developments in the field
  • Refining, improving, and working with LLMs

It also highlights Astera’s approach to leveraging GenAI for unstructured data extraction.

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Authors:

  • Ayesha Amjad