Data Integration for Research Services

Connect survey platforms, clinical trial systems, and research databases with enterprise-grade compliance. Airbyte simplifies data pipelines for market research, clinical trials, and academic institutions.

Industry-Specific Outcomes

Clinical trial EDC data integration for regulatory compliance

Multi-platform survey response consolidation and analytics

Panel quality monitoring and fraud detection

NIH-compliant genomic data sharing workflows

Research administration grant and compliance reporting

Popular Connector Workflows

Source System
Destination
Use Case
SurveyMonkey
BigQuery
Market research survey analytics and reporting
Qualtrics
Snowflake
Multi-wave survey response tracking and analysis
PostgreSQL
BigQuery
Clinical trial EDC data warehouse integration
Google Sheets
Snowflake
Research participant tracking and cohort management
CSV File
BigQuery
Laboratory results and biospecimen data consolidation

Research Data Pipeline Architecture

Unified pipeline from survey platforms, EDC systems, and research databases through Airbyte to analytics warehouses and compliance reporting.

A lot of our legacy infrastructure was handled externally, and we are looking to build it internally to reduce the reliance on our external agency and improve management of the pipelines. For example, our current Airbyte setup has a single destination, PostgreSQL, with Freshdesk, Google Sheets, and SFTP successfully syncing data in. We first tried Airbyte with the publicly available Exchange Rate API, following the tutorial. Afterward, we used the CDK to build an SFTP connection to our Postgres database. It was very straightforward.
Apostol Tegko
,
Data Lead
,
Fnatic

Compliance Considerations

  • HIPAA de-identification with AES-256 encryption

  • GDPR pseudonymization for EU research participants

  • FDA 21 CFR Part 11 audit trails

  • NIH data sharing policy compliance

Recommended Connectors

See all connectors

Qualtrics

Survey data and research participant feedback collection

SurveyMonkey

Research questionnaires and respondent data aggregation

Airtable

Research project management and study tracking

Google Sheets

Research data collection and collaborative analysis

Snowflake destination

Central data warehouse for research analytics

BigQuery

Cloud analytics platform for large-scale research data

Related Resources

How to sync SurveyMonkey to BigQuery

Data Governance Framework

Data Quality Management

Best Practices Data Ingestion Pipeline

Accelerate Research Data Integration

Move faster with secure, compliant, and open-source data integration.