A Lightweight BI Tool for SQL-First Teams
Full BI suites are built for organizations: a semantic layer, a modeling project, per-viewer seats, and an admin who owns it all. If your team answers questions by writing SQL, most of that machinery is overhead. SaturnSQL is the lightweight alternative: saved queries that become charts, dashboards, and scheduled reports, with nothing to model first.
The pattern we see is not teams choosing between “BI” and “no BI.” It is teams paying for a BI platform whose actual daily use is a handful of SQL queries someone charts and shares. The exploration features go unused because the people asking questions either write SQL themselves or just want the number in a spreadsheet. For that team, the honest requirement list is short: write SQL, chart it, put it on one page, deliver it on a schedule, and let non-technical people read it safely.
What you keep, what you give up
| You keep | You give up |
|---|---|
| Charts picked automatically from the result shape — seven types, overridable | A drag-and-drop visual query builder for non-SQL users |
| Dashboards with a shared filter bar across tiles | A semantic layer and governed metric definitions |
| Report pages with filters and export, no SQL visible | Embedded, customer-facing analytics |
| Scheduled delivery to Google Sheets, Slack, and CSV | Per-viewer licensing (viewers are free of ceremony, not extra seats to justify) |
| A shared SQL library with version history | A platform team to run it |
The right column is not a to-do list — it is the point. Those are the features that make BI platforms heavy, and if nobody on your team would use them, their absence is what makes the lightweight option viable. If you do need them, see the honest section below.
How the pieces fit
Everything starts from a saved query. Its results get a chart automatically — line, area, bar, scatter, share of total, a big number, or a plain table, picked from the shape of the columns and overridable by hand. Several saved queries gathered onto one page make a SQL dashboard with a single filter bar covering every tile. Each query also has a report page — filters, table, export, no SQL in sight — which is the link you send to a stakeholder, paired with the viewer role so they can read everything and run nothing. And for the numbers people expect in their own tools, scheduled queries deliver to Google Sheets and Slack on a cadence.
Keep your BI — this is not all-or-nothing
Plenty of teams run SaturnSQL next to Looker, Power BI, or Metabase. The BI tool keeps the governed executive dashboards; SaturnSQL becomes the place where ad-hoc SQL lives, gets reviewed, and graduates into scheduled operational reports. That split plays to both tools' strengths — and it means adopting SaturnSQL is not a migration project. See how we compare against Metabase, Mode, and Hex for the details.
When a full BI suite is the right call
Being honest cuts both ways. If non-technical people need to build their own explorations with a visual query builder, if you embed analytics into your product, or if metric governance across hundreds of users is the actual problem, that is what BI platforms are for, and a lightweight tool will disappoint you. SaturnSQL is for the team whose questions are answered in SQL and whose stakeholders want the answer, not the tooling.
Common questions
Is SaturnSQL a BI tool? Deliberately not a full one. It covers the everyday output of BI — charts, dashboards, recurring reports — without the semantic layer, modeling project, or per-viewer seats that make BI platforms heavy.
Can it replace Metabase or Mode? If your BI usage is really SQL queries that get charted, shared, and scheduled — yes, with less machinery. If it is visual exploration by non-SQL users or embedded analytics — no, and we say so above.
Do stakeholders need SQL? No. Report pages show filters, a table, a chart, and export with no SQL visible; the viewer role limits an account to exactly that; and scheduled delivery puts numbers in Sheets or Slack where many stakeholders wanted them all along.
The useful 80% of BI, from €19 per user per month.