OWOX AI Insights read your governed data marts, narrate the numbers calculated with SQL, and deliver plain-language explanations to Microsoft Teams. Every insight is traceable to a query. Hallucinations aren't possible — because the numbers come first.
Build trusted data marts from any data source in your data warehouse. Prompt your data on a schedule. Get AI Insights narrated around real numbers — delivered to Microsoft Teams.
Microsoft Teams is where your organization collaborates. OWOX AI Insights don't guess — they read your data marts, calculate metrics with SQL, and narrate the results in plain language. Every number is traceable. Every explanation is grounded in a real query.



Teams running on Microsoft infrastructure who need answers grounded in real data — not generic AI summaries. Decisions happen in Teams, not in dashboards.

Most AI tools generate insights from raw data or LLM guesswork. OWOX is different — insights are calculated with SQL on governed data marts first, then narrated in plain language. The AI explains numbers that already exist. It can't hallucinate what's computed.

Connect as many sources as you need, all included

Fully available on GitHub — self-host anytime, your data stays yours

Every query, every schema, every schedule is visible and auditable


Every insight starts with a SQL-calculated number from your data warehouse — not a prompt to an LLM.
Data marts join sources across marketing, product, sales, and finance — insights see the full picture.
Analysts define the logic once. The AI narrates it. Business teams read it in Teams.
Fewer "can you pull this data?" messages. Fewer ad-hoc requests. More time for real analysis.
Insights reach everyone who needs them — in the channels where decisions already happen.
Every number is traceable, every explanation is grounded, every delivery is on schedule.
From people who actually use the product. Each quote is attached to a specific claim.
AI Insights destination
Finally, a tool that doesn't ask business users to learn a new dashboarding UI. Our marketing team already knows Sheets. OWOX just delivers the right data.
Joinable data marts concept was the thing that sold us. We can now use the semantic layer without building one.
Self-hosted the OSS version on Digital Ocean. Zero vendor lock-in. Contributed a Shopify connector back in week two.