Guides stay short on purpose. Deployment, Docker, and pilot grids live on shared pages — not here.
Why teams move now
- License sprawl. Per-seat Designer cost compounds as analyst teams grow.
- Desktop / Server ceiling. Workflows that mattered on a laptop hit walls at enterprise volume.
- Governance gap. Visual-only assets resist review, testing, and CI.
Hardest construct — sanitized peek
Enough to judge fit. Not a rebuild-the-parser cookbook.
Before
// Multi-Row Formula (sanitized)
IF IsNull([Row-1:Balance]) THEN [Amount]
ELSE [Row-1:Balance]+[Amount]
After (databricks)
# PySpark window (sanitized)
w=Window.orderBy('id')
df=df.withColumn('balance', F.sum('amount').over(w))
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.