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Oracle AI and Analytics

Pawan Gupta Deloitte · 2026-10-25T20:48:37+00:00

* Problem: Agents that query raw tables hallucinate joins, misread metrics, and ignore business rules. * Concept: Agents resolve questions through the ontology and data product contracts instead of raw schemas. A question like “What’s our open commitment with Supplier X?” maps to certified metrics, approved joins, and the…

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Ontology-Grounded Agent Context (a “context layer” for AI Agent Studio)

Pawan Gupta Deloitte

Problem: Agents that query raw tables hallucinate joins, misread metrics, and ignore business rules.
Concept: Agents resolve questions through the ontology and data product contracts instead of raw schemas. A question like “What’s our open commitment with Supplier X?” maps to certified metrics, approved joins, and the caller’s access rights. It is exposed to agents through MCP, so any agent framework can consume it.
Why AIDP: This ties catalog governance directly to agent grounding, so answers are traceable to a certified definition.

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