Industry
Education
Client
CCEE
Building a Modern Snowflake Data Warehouse for CCEE
The Problem
CCEE's data infrastructure was fragmented and fragile, relying heavily on Google Sheets, Excel files, and a privately-hosted Microsoft SQL Server. These systems created bottlenecks and confusion across the organization:
Spreadsheets:
No centralized source of truth; staff created multiple versions of datasets.
Lack of governance: inconsistent formats, uncontrolled editing, and no data validation.
Static dashboards that needed manual updates each year.
Frequent duplication of effort and heavy reliance on manual data preparation.
Performance issues with large datasets, slowing down both spreadsheets and dashboards.
Private SQL Server:
Owned and managed by a single staff member, creating a major access risk.
Manual updates were required for new or revised data.
After the staff member left, the database became inaccessible to the team.