Guides stay short on purpose. Deployment, Docker, and pilot grids live on shared pages — not here.
Why teams move now
- Studio / license cost. Perpetual Studio estates get expensive to keep.
- Job design sprawl. tMap graphs resist review at scale.
- Cloud targets decided. Teams already picked Databricks, Snowflake, or BigQuery.
What good looks like
Parser-driven conversion, readable databricks output, and row-level parity before cutover. Upload a sample or run a pilot on your estate — no email gate to peek.
Next step
Try a curated sample, then price your estate. Book a call only for guided / air-gapped needs.