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Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent

arXiv cs.AI · 4d ago Cached

This paper introduces AIDA, an autonomous agent framework designed to transform fragmented enterprise data into actionable business insights by leveraging reinforcement learning and a proprietary Domain-Specific Language for SQL execution.

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#sql-generation

Inside OpenAI’s in-house data agent

OpenAI Blog · 2026-01-29 Cached

OpenAI details an internal AI data agent built on GPT-5, Codex, and their Evals/Embeddings APIs that lets employees query over 600 petabytes across 70k datasets using natural language. The tool reduces time-to-insight from days to minutes and is used across Engineering, Finance, Research, and Go-To-Market teams.

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