Build data pipelines.
Skip the SQL.
Transform Studio is a visual, low-code pipeline builder for Dremio. Browse your catalog, chain transforms, preview results, and write output tables, all from a clean UI.
Everything your pipeline needs.
Nothing you don't.
From raw source tables to clean, reliable outputs. Transform Studio handles the full lifecycle without writing a line of SQL.
Browse your Dremio catalog
Connect to self-hosted Dremio or Dremio Cloud; explore the full catalog without context-switching.
Live result preview
Preview transform outputs in real time before writing to a table. Catch issues early.
Visual pipeline builder
Drag-and-drop canvas for chaining sources, transforms, and outputs. Full pipeline DAG. No YAML, no code.
Scheduling & SLA alerts
Set run schedules; get notified when a pipeline misses its SLA.
MCP Server built-in
Embedded MCP server for integration with AI agents and automation tooling.
Pipeline tests
Row-count, null-check, and custom assertions run automatically on every execution.
Every common transformation pattern is already built in; filter, join, aggregate, pivot, deduplicate, enrich, and more. Need something custom? Drop in a SQL step and keep moving.
Transform Studio includes a dedicated Data Quality workspace; monitors, scoring, scheduling, and 14 built-in rules across 6 categories. Catch null spikes, duplicate keys, and distribution shifts automatically.
Transform Studio scales from a solo analyst to a full data engineering team, with auth, SSO, audit logs, and pipeline sharing built in. Every action is tracked.
Ready to stop writing SQL by hand? & OSS Events
One Docker command and you're live. No license, no setup fees.
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