Data Integration for Education Services

Connect SIS, LMS, CRM, and ERP systems with FERPA-compliant pipelines. Enable up-to-date student success analytics while maintaining data privacy and security.

Industry-Specific Outcomes

Up-to-date student success analytics for predictive interventions

Enrollment management dashboards combining admissions and CRM data

Financial aid optimization with integrated SIS and finance data

Academic advising dashboards with LMS engagement metrics

Learning outcomes tracking across multiple education platforms

Data engineering resources

Popular Connector Workflows

Source System
Destination
Use Case
Salesforce
Snowflake
Enrollment funnel analytics and recruitment optimization
Google Sheets
BigQuery
Course registration and student roster consolidation
Zoom
BigQuery
Online class attendance and engagement tracking
Microsoft Teams
Snowflake
Virtual learning collaboration and participation analytics
Typeform
Snowflake
Student feedback and survey data integration

Education Data Pipeline Architecture

Unified pipeline connecting SIS, LMS, and CRM systems to cloud data warehouses for continuous analytics and reporting.

We have large databases with 20 years' worth of data, and this is a lot to process. With the quick and easy Airbyte setup process and with a few answers from the Airbyte community in Slack, Intellum was able to launch the new platform quickly and efficiently within two weeks. Airbyte worked out-of-the-box, and there was no long setup protocol like other tools.
Andres Bravo
,
Director of Machine Learning and Data
,
Intellum

Compliance Considerations

  • FERPA compliance with encryption and access controls

  • State privacy laws (CA, NY, TX) with audit logging

  • COPPA for K-12 with consent management workflows

  • NIST 800-171 standards for student data protection

Recommended Connectors

See all connectors

Google Classroom

for class assignments, grades, and student engagement data

Zoom

for virtual classroom attendance and online learning analytics

Salesforce

for student recruitment, admissions, and alumni relations CRM

Stripe

for tuition payments, course fees, and donation processing

Snowflake destination

data warehouse for centralized education analytics and reporting

BigQuery

data warehouse for student performance analysis and institutional metrics

Related Resources

Data Privacy and Compliance

Read More

How to sync Salesforce to Snowflake

Read More

Data Governance

Read More

How to sync Google Sheets to BigQuery

Read More

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