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Governed ETL preparation with LivDSL and semantic models

Data Studio and LivDSL

Data Studio turns raw sources into clean, enriched and reusable ETL datasets. Data preview, calculated columns, LivDSL, merge rules, semantic profiles and persistent save steps form one controlled preparation workflow.

3+ connected workspaces
TR/EN multilingual use
Real product workflow

What this feature delivers

Before charts can be trusted, data often needs cleanup, standardization and enrichment. Data Studio turns that preparation into a repeatable workflow instead of a manual task repeated for every reporting cycle.

Visual preparation

Filter, sort, select columns, calculate fields and format data while previewing each step.

Powerful transformations

LivDSL supports business rules, text/date transformations, conditional logic and external enrichment needs.

Reusable analytics dataset

Prepared data can feed Chart Wizard, dashboards, reporting and sharing flows.

Use case

These steps show the need this feature solves for a real team and how it moves analysis closer to action.

Bring in the source

Load a file, Query Builder result or existing dataset.

Prepare the data

Apply cleanup, calculations, filters, merges or enrichment.

Open it for analysis

Save the dataset for charts, dashboards and reports.

Enterprise control

Governed and traceable flow

Data Studio makes preparation visible and repeatable, reducing one-off spreadsheet cleanup before every report.

Which teams is this feature for?

Business users get faster answers, analysts keep quality and control, and admins manage data and access rules.

Does it work with other LivChart features?

Yes. The feature pages explain how preparation, AI, dashboards, reporting and sharing work together rather than as isolated modules.

Try LivChart with your own data

Connect Excel, CSV or database data and test AI charts, dashboards and reports with a local-first architecture.