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Oracle AI and Analytics

Pawan Gupta Deloitte · 2026-10-25T21:24:11+00:00

* Problem: The cold start kills catalog and ontology programs. Nobody has time to document thousands of tables, so adoption stalls at a few curated domains. * Concept: An agent that reads Fusion and EBS schemas, SQL, report definitions, and existing glossaries to propose descriptions, term-to-column mappings,…

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Ontology Bootstrapping Agent

Pawan Gupta Deloitte

Problem: The cold start kills catalog and ontology programs. Nobody has time to document thousands of tables, so adoption stalls at a few curated domains.
Concept: An agent that reads Fusion and EBS schemas, SQL, report definitions, and existing glossaries to propose descriptions, term-to-column mappings, relationships, and data product groupings. Stewards review and approve in bulk, and confidence scores direct attention to the uncertain items.
Why urgent: It cuts time to first value from months to weeks and uses Oracle’s knowledge of its own application schemas, which a third-party catalog lacks.

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