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Learn how to transform unstructured and non-standard documents into structured, tabular data using Databricks Mosaic AI and agentic patterns in this 15-minute conference talk. Discover a scalable pipeline architecture that processes complex legal and regulatory content, featuring Unity Catalog for secure data governance, Databricks Vector Search for intelligent indexing and retrieval, and Databricks Apps for delivering clear business insights. Explore the multi-language and multi-format capabilities that make this solution suitable for global teams working across different regions. Understand key technical challenges and their solutions, including handling parsing inconsistencies, grounding model responses, and ensuring complete process traceability. Gain practical insights into applying generative AI and large language models for document processing workflows, presented by Gavi Regunath, Chief AI Officer at Advancing Analytics.
