Data Integration for Automation Machinery Manufacturing

Unify SCADA, MES, ERP, and IoT systems with unified pipelines. Enable predictive maintenance, quality analytics, and operational intelligence across your manufacturing operations.

Industry-Specific Outcomes

Predictive maintenance dashboards reducing unplanned downtime by 25%

OEE monitoring across production lines and facilities

Quality analytics preventing defects with AI-powered inspection systems

Supply chain optimization integrating MES, ERP, and logistics data

Energy consumption tracking for sustainability and cost reduction

Popular Connector Workflows

Source System
Destination
Use Case
MySQL
Snowflake
OEE and production performance analytics
PostgreSQL
BigQuery
Predictive maintenance from SCADA historian data
MSSQL
Snowflake
Supply chain optimization and inventory management
Oracle DB
BigQuery
Quality trend analysis and defect prediction
S3
Snowflake
IoT sensor data for energy and sustainability reporting

Automation Manufacturing Data Integration Architecture

Unified pipeline connecting SCADA, MES, ERP systems to cloud analytics for operational intelligence.

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

  • ISO/IEC 62443 industrial cybersecurity with network segmentation

  • ISO 27001 information security management and access controls

  • NIST Cybersecurity Framework for OT/IT convergence security

  • ISO 9001 quality management with audit trail requirements

Recommended Connectors

See all connectors

SAP

for ERP data including production planning, inventory, and supply chain management

Salesforce

for CRM data, customer orders, and sales pipeline management

Netsuite

for financial and operational data including manufacturing operations and inventory

Oracle DB

for operational database data from manufacturing execution systems

Snowflake destination

data warehouse for centralizing manufacturing analytics and reporting

BigQuery

analytics platform for production metrics and business intelligence

Related Resources

IoT Data Integration

Real-Time Data Processing

Supply Chain Data Integration

Change Data Capture Definition Methods and Benefits

Modernize Your Manufacturing Data Stack

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