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Workspace Intelligence: suggestions without uploading data

Local result analysis suggests useful transformations while keeping content private.

Published 27 July 2026Updated 27 July 20261 min

Workspace Intelligence helps choose the next pipeline step from the preview already computed in the browser.

What it can detect

Depending on the resource, it can identify empty cells, duplicated rows, unnecessary spaces and other simple anomalies, then suggest compatible modules.

No remote intelligence

Observed data never leaves the device. The analysis uses local, explainable rules with no server cost.

Assistance, not automation

Suggestions never change a pipeline without user action. They make modules easier to discover and the Workspace easier to learn.