Hard sources — not covered by free tools

Also parsed — certify what free tools miss

Targets

Warehouses

Runtimes

After migration

Databricks engineering

New PySpark, written for your team to keep.

Pipelines and jobs on the Databricks platform you already run. No legacy estate required.

Three things, then we stop.

Bring the pipeline you need. We do not arrive with a platform redesign.

Ingest and transform into the tables your analysts already use.

A schedule and a run your team can operate without us on the call.

The output compared with the result the business expected, before anyone calls it done.

It lands in your repository as PySpark your engineers can read. We do not leave a notebook only we can run.

Same engineers either way. What changes is how much of the work you keep.

We write the first jobs with you, then your engineers take the rest.

You lead. We stay through build, exceptions, and the first runs in production.

We deliver the agreed pipelines and hand over code your team can keep.

Moving SAS, COBOL, or another legacy estate is a different engagement. That work starts here.