DecisionBox: Open-Source Autonomous AI Agent for Data Warehouse Insights and SQL Validation
By
Selçuk Kızıltuğ
9d ago· 3 min readenProduct
85/100
Golden Brown
Bagelometer↗
Fresh out the oven, still warm. Top of the tray.
Score85Typepress releaseSentimentpositive
Summary
DecisionBox is an open-source autonomous AI agent that connects to data warehouses, writes and executes SQL queries, and delivers validated insights and recommendations without requiring user questions. The enterprise version supports air-gapped deployment with self-hosted LLMs via Ollama, fine-tuned open-source models, SSO, RBAC, three-layer data governance, and full audit logging. Built on an AGPL v3 core with a plugin architecture, it ensures zero outbound calls and zero data leaving the network.
Key quotes
· 4 pulledDecisionBox is an autonomous AI agent that writes SQL against your warehouse and ships validated findings.
Enterprise runs it fully air-gapped: self-hosted LLMs via Ollama, open-source base models fine-tuned on your schema, SSO, RBAC, three-layer data governance, full audit log.
Plugin architecture on an open-source AGPL v3 core — zero fork, zero outbound calls, zero bytes leave your network.
DecisionBox is an open-source project and connects to your data warehouse, runs autonomous AI agents that write and execute SQL, and surfaces validated insights and actionable recommendations, without you asking a single question.
DecisionBox is an open-source project and connects to your data warehouse, runs autonomous AI agents that write and execute SQL, and surfaces validated insights and actionable recommendations, without you asking a single question.
