Data Integration for Higher Education

Connect student systems, learning platforms, and administrative data to improve retention and streamline operations.

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Industry-Specific Outcomes

Student success analytics from integrated SIS, LMS, and CRM data

Enrollment dashboards combining admissions and financial aid systems

Automated IPEDS reporting from consolidated institutional data sources

At-risk student identification using predictive analytics pipelines

Library usage analytics integrated with academic performance tracking

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Popular Connector Workflows

Source System

Destination

Use Case

Postgres

Snowflake

Student analytics and retention reporting from SIS data

MySQL

BigQuery

Learning analytics from Canvas and Moodle course data

Salesforce

Snowflake

Enrollment funnel analysis and recruitment performance tracking

Oracle

BigQuery

Financial reporting and budget analysis from ERP systems

Google Sheets

BigQuery

Departmental data consolidation for institutional research dashboards

Higher Education Data Integration Architecture

Unified pipeline connecting SIS, LMS, and ERP systems to analytics platforms for student success insights.

Our main goal is to get all of our data into BigQuery, and Airbyte has connectors for different data sources that make this easy. Also, we already have BAA's for Google and other storage systems, so being able to host data in our Google-backed infrastructure using Airbyte helps us ensure that the data is covered from a compliance perspective.