Data Integration for Pharmaceuticals

Connect clinical trial systems, research databases, and manufacturing platforms with compliant data pipelines. Accelerate regulatory submissions and drug discovery.

Industry-Specific Outcomes

Clinical trial data aggregation for regulatory submissions

Pharmacovigilance and adverse event monitoring

Drug discovery pipelines from lab to trials

Automated regulatory reporting with CDISC compliance

Supply chain analytics for manufacturing optimization

Popular Connector Workflows

Source System
Destination
Use Case
Oracle DB
Snowflake
Clinical trial data warehouse for regulatory analytics
PostgreSQL
BigQuery
Drug discovery analytics and molecular research pipelines
Salesforce
Snowflake
Pharmacovigilance case management and adverse event tracking
MySQL
Snowflake
Manufacturing quality control and batch analytics
NetSuite
BigQuery
Supply chain visibility and inventory optimization

Pharmaceutical Data Pipeline Architecture

Unified pipeline from clinical systems, LIMS, and ERP to compliant data warehouse for regulatory reporting and analytics.

Without such an integrated 360-degree view of customer engagement data, it was challenging for internal product teams to reach the right customers at the right time through push notifications or email messages. With Airbyte, we were able to save up to 10% of the marketing budget. In addition, the savings obtained with Airbyte helps the company reinvest into the business to lead to a higher return on marketing investment.
Konrad Schlatte
,
Data Engineer
,
PensionBee

Compliance Considerations

  • FDA 21 CFR Part 11 with tamper-evident audit trails

  • HIPAA technical safeguards with AES-256 encryption

  • CDISC SDTM and ADaM standards for submissions

  • EMA ALCOA++ data integrity principles

Recommended Connectors

See all connectors

OpenFDA

Clinical trial data, regulatory documents, and quality management

Salesforce

CRM for pharmaceutical sales, healthcare provider relationships

SAP

ERP for manufacturing, supply chain, and compliance tracking

Netsuite

Financial management and operational data

Snowflake destination

Data warehouse for analytics and regulatory reporting

BigQuery

Cloud data warehouse for research insights and business intelligence

Related Resources

Pharmaceutical Data Management A Complete Guide

Healthcare Data Sovereignty HIPAA Hybrid Deployment Guide

Healthcare Data Integration

AI For Clinical Workflows

Accelerate Compliant Drug Development

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