Data Integration for Machinery Manufacturing

Connect shop floor systems to enterprise platforms for clear production visibility and predictive maintenance. Integrate ERP, MES, IoT sensors, and SCADA systems without custom coding.

Industry-Specific Outcomes

Equipment monitoring for predictive maintenance

Quality control analytics from MES and vision systems

Production optimization dashboards combining ERP and IoT data

Supply chain visibility across manufacturing and logistics systems

Digital twin modeling with integrated sensor and production data

Popular Connector Workflows

Source System
Destination
Use Case
SAP
Snowflake
Production planning and inventory analytics
Postgres
BigQuery
OEE monitoring and reporting
MySQL
Snowflake
Quality metrics and defect analysis
Oracle DB
BigQuery
Product lifecycle and engineering change tracking
MSSQL
Snowflake
Equipment performance and predictive maintenance

Manufacturing Data Integration Architecture

Connect shop floor systems, ERP, MES, and IoT sensors to centralized analytics platforms for operational visibility.

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

  • IEC 62443 industrial automation security standards

  • NIST SP 800-82 OT/IT network segmentation

  • ISO 27001 information security management certification

  • CMMC 2.0 for defense contractor requirements

Recommended Connectors

See all connectors

SAP

ERP system for manufacturing operations, inventory, and supply chain management

Salesforce

CRM for customer relationships, sales pipeline, and order management

Netsuite

Cloud ERP for financial management, production planning, and procurement

Oracle DB

Database for production data, quality control, and manufacturing execution systems

Snowflake destination

Data warehouse for centralizing manufacturing analytics and reporting

BigQuery

Data warehouse for business intelligence and predictive maintenance analytics

Related Resources

IoT Data Integration

Supply Chain Data Integration

Change Data Capture: Definition, Methods and Benefits

Real-Time Data Processing

Modernize Manufacturing Data Integration

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