FREE & OPEN SOURCE
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.
CAPABILITIES
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 and explore your full catalog directly in the UI — no context-switching required.
Visual pipeline builder
Chain source tables, transforms, and outputs in a drag-and-drop canvas. See the full pipeline DAG as you build — no YAML, no code.
Live result preview
Preview transform outputs in real time before writing anything to a table. Catch issues early, not in production.
Scheduling & SLA alerts
Set run schedules and configure alerts so you're notified the moment a pipeline misses its SLA — not your stakeholders.
Pipeline tests
Define row-count, null-check, and custom assertions. Tests run automatically on every execution so you always ship clean data.
MCP Server built-in
Transform Studio ships with an embedded MCP server, making it easy to integrate with AI agents and automation tooling.
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.
DISCOVER RESOURCES
