Machine Learning and Analytics on the Client's Real Data

The challenge

The client wanted to see value demonstrated in its own environment with real data and processes.

The approach

Kumulus built pipelines from multiple sources with Databricks and Microsoft Fabric on Azure, developed and validated machine learning models and delivered Power BI dashboards.

The outcome

Validated data quality and analytics in the client’s own environment through a public-sector proof of value on real operational data from two to three critical sources, using a governed Databricks and Microsoft Fabric Medallion architecture and three to five operational dashboards.