Insights

Turn data into decisions

Sovereign by design. Built in Utrecht. From ingestion to insights, all in one place. On infrastructure you actually control.

01

Dashboards

Live views of the metrics that matter. The whole team works with the same trusted numbers, no SQL required.

02

Notebooks

When something looks off in the data, open a notebook and trace it back to the source. In SQL or Python, reproducible every time.

03

Agents

Set agents to watch your data and act the moment something changes. Answers and alerts, without the manual check.

DASHBOARDS

Observe

One number looks off. Everyone opens the same dashboard, sees the same spike, and knows what to do next. No exports, SQL or tickets to the data team.

A Superset dashboard with line, area, and bar charts visualising fleet performance.

More than a chart on a wall.

Dig deeper yourself

Click any number to break it down by cohort, region, or time. No new query or analyst needed.

Share by link

Send a live view to anyone on the team. They see what you see, with the right access rules already applied.

Always current

Every chart reads directly from the lakehouse. The values on screen are always up to date.

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NOTEBOOKS

Explore

To investigate, an analyst opens the churn investigation in a notebook, exploring the cohort in SQL or Python, right next to the data.

A reactive marimo notebook exploring Formula 1 telemetry, with markdown and Python cells.

Go as deep as the question needs.

SQL or Python

Query in SQL, model in Python, and mix both in a single reactive notebook.

Reproducible by default

Marimo stores notebooks as plain Python in git. No hidden state, no JSON diffs.

Share the finding

Publish a notebook as a report so the whole team sees exactly how you got there.

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AGENTS · COMING SOON

Automate

Set an agent to watch any metric. When something shifts, it alerts the team drafting a summary. All within the access rules you already set.

Coming soon

Agents are in active development. Want early access? Talk to us.

From answer to action.

Ask in plain language

Query your data conversationally. The agent will read the catalog and write the SQL for you.

Acts on a change

Set it to watch a metric and trigger an alert, a summary, or a downstream workflow.

Same rules as your team

Agents will run under the same Zitadel policies, never more access than the person asking.

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