Data Integration for Pharmaceutical Manufacturing

Connect MES, LIMS, ERP, and QMS systems with GMP-compliant data pipelines. Maintain 21 CFR Part 11 compliance, ALCOA+ data integrity, and complete audit trails across your validated manufacturing environment.

Industry-Specific Outcomes

Electronic batch record automation and quality review

LIMS-to-MES quality data synchronization for faster batch release

Robust PAT analytics for continuous manufacturing processes

Regulatory submission data packages with complete audit trails

Predictive maintenance analytics from equipment historian data

Explore our tutorials

Popular Connector Workflows

Source System
Destination
Use Case
Oracle
Snowflake
SAP ERP manufacturing data to cloud analytics platform
Microsoft SQL Server
PostgreSQL
LIMS quality testing results to centralized data warehouse
MySQL
BigQuery
MES batch records to batch genealogy tracking system
Salesforce
Snowflake
QMS deviation and CAPA data to compliance dashboards
PostgreSQL
Databricks
Process historian data to predictive maintenance analytics

Pharmaceutical Manufacturing Data Pipeline Architecture

Validated integration pipeline connecting MES, LIMS, ERP, and QMS systems through Airbyte to cloud analytics platforms with complete audit trail preservation.

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

  • 21 CFR Part 11 electronic records and signatures compliance

  • EU Annex 11 computerized systems validation requirements

  • ALCOA+ data integrity principles with complete metadata preservation

  • GMP audit trail requirements with timestamped change tracking

Recommended Connectors

See all connectors

PandaDoc

for regulatory documents and quality management

SAP

for manufacturing and supply chain operations

Salesforce

for pharmaceutical sales and CRM data

Oracle

for manufacturing operations and inventory

Snowflake destination

data warehouse for analytics and reporting

BigQuery

data warehouse for business intelligence

Related Resources

Pharmaceutical Data Management A Complete Guide

Read More

Audit Logging Compliance

Read More

Data Quality Management

Read More

Validate Data Replication Postgres Snowflake

Read More

Accelerate GMP-Compliant Data Integration

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

Try it free