Staging & ODS
Reliable, low-impact replication from Banner and other systems, so reporting never slows down production.
Data Warehouse & Analytics
One trusted number, every time.
When the registrar, IR and the provost's office each have a different enrollment count, the problem isn't the people. It's the plumbing. We build warehouses that pull campus data into one governed model, so everyone reports from the same source.
Interactive
Trace a metric back to its sources
Each number on a dashboard comes from several systems. Pick a metric to light up its lineage, from source system to the people who use it.
On a phone, scroll the diagram sideways.
What we build
From raw tables to trusted answers
Conformed data model
Shared dimensions (student, term, program, organization) and facts that every office can rely on.
Census snapshots & history
Frozen term snapshots and history tracking, so trends and official reports can be reproduced.
Dashboards & self-service
Role-based dashboards and governed self-service, without every request going through IT.
Data quality monitoring
Automated checks and alerts that catch bad loads and broken definitions before they reach a report.
Governance & data dictionary
Documented definitions, owners and lineage, so “enrolled student” means one thing across campus.
Self-check
How mature is your campus data?
Five quick questions. Nothing is sent anywhere; the result is calculated in your browser.
Need an extra set of expert hands?
Nights, weekends, emergencies or a long-term project. Tell us what you're working on.