Thinklytics

Texas A&M University System · Higher Education · College Station, TX · 24 weeks

11 campus data warehouses consolidated into one

Texas A&M University System managed 11 separate campus data warehouses, each with duplicate infrastructure and ETL processes, making cross-campus reporting impossible. We merged all 11 into a single Snowflake environment, cutting infrastructure costs by $2.3 million annually and delivering same-day reports across campuses.

Challenge

Each of the system’s 11 campuses maintained its own data warehouse, developed separately over 15 years. These warehouses didn’t share metrics or support reporting across campuses. Infrastructure costs overlapped heavily, totaling $2.3 million annually. The chancellor ordered a consolidation to cut costs and simplify technology.

Outcome

By week 24, we consolidated all 11 campuses into a single system. This cut annual infrastructure costs from $2.3 million to $380,000. We built a reporting platform that delivers cross-campus data on the same day. Within the first month after consolidation, the chancellor's office launched three analytics projects using this new system.

Results

  • $2.3M Annual infrastructure savings
  • 11 Warehouses consolidated to one
  • 5 days to 2 hrs Cross-campus report time
  • 24 wks Full system migration

We were running 11 warehouses at $2.3 million a year, and none of them were connected. Thinklytics pulled it all together in 24 weeks. Now, the chancellor’s office can see cross-campus analytics they didn’t have before.

Chief Information Officer, Texas A&M University System

Thinklytics

Data and AI consulting for Fortune 500s, health systems, and growth-stage companies. Clean data, governed metrics, analytics ready for AI.

Austin, TX · United States

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