Agent that writes SQL for you to validate database insights
DecisionBox 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.
Hey everyone, Selcuk here, one of the founders of DecisionBox.
We open-sourced DecisionBox a few months ago. It's an AI agent that connects to your data warehouse, writes its own SQL, and finds things you didn't know to ask about. The open-source version is solid and people are using it.
But every conversation with a company that wanted to try it went the same way: "looks great, how does auth work? Can we control what the agent sees? Do you have audit logs?"
So we built the Enterprise edition. Same discovery engine, but wrapped with the stuff orgs actually need. SSO with any OIDC provider, role-based access, data governance (schema filtering, column redaction, query rewriting), full audit logging, and a Slack integration so findings land where your team already works.
It's all plugin-based on top of the open-source core. No fork, no separate product. Open-source keeps getting better independently.
We're running a free 2-week POC: three validated findings on your own data, no commitment. decisionbox.io/contact
Happy to answer anything in the comments; schema, governance, deployment, whatever's useful.
About DecisionBox Enterprise on Product Hunt
“Agent that writes SQL for you to validate database insights”
DecisionBox Enterprise launched on Product Hunt on April 22nd, 2026 and earned 63 upvotes and 4 comments, placing #38 on the daily leaderboard. DecisionBox 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.
On the analytics side, DecisionBox Enterprise competes within Developer Tools, Artificial Intelligence, GitHub and Data — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how DecisionBox Enterprise performed against the three products that launched closest to it on the same day.
Who hunted DecisionBox Enterprise?
DecisionBox Enterprise was hunted by Selçuk Kızıltuğ. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of DecisionBox Enterprise including community comment highlights and product details, visit the product overview.
Selçuk Kızıltuğ