Guides stay short on purpose. Deployment, Docker, and pilot grids live on shared pages — not here.
Why teams move now
- Mainframe-adjacent cost. Parallel engine + IBM stack licensing keeps rising.
- Talent concentration. Transformer logic lives in a few heads.
- Cloud Pak pressure. Many teams want out of the IBM ETL runtime, not another IBM cloud.
Hardest construct — sanitized peek
Enough to judge fit. Not a rebuild-the-parser cookbook.
Before
// Stage var (sanitized)
sv_amt = lnk.QTY * sv_rate
After (databricks)
df = df.withColumn('amount', F.col('qty') * F.col('rate'))
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.