Setup takes less than 15 minutes. Instrument the assessment agents by adding a few configuration parameters to your central Spark Submit (or equivalent) and install the assessment engine by spinning a simple server with the provided helmchart. Zero effort for pipeline developers – no pipeline code changes or API calls.

The assessment can run completely in your environment (on-prem or private cloud) – no data leaves your system and no external access is granted.

The assessment can run in one of two models: 
(1) in your private-cloud (similar to on-prem) -- no data is accessed from the outside or leaves your environment.
(2) as SaaS -- the assessment runs in your environment, and only metadata is communicated back to the SaaS assessment engine.

Yes! This is a no-cost assessment to help you identify waste & inefficiencies, and understand optimization opportunities & potential savings.

The assessment will profile your platform's behavior & performance, and you’ll receive the full assessment with insights and recommendations within 1 week.

No. The assessment runs passively and has zero footprint on your production workflows.

The assessment can run in your self-managed Spark environment (on-prem or private cloud) and/or in your Databricks, GCP Dataproc, or AWS EMR environment.
Have a different Spark environment? Reach out to us!