Data Integration for Industrial Machinery

Connect production systems, IoT sensors, and legacy equipment to modern analytics platforms. Unify SCADA, MES, and ERP data for 360 operational intelligence.

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Industry-Specific Outcomes

Predictive maintenance with integrated machine health monitoring

Quality control and automated defect detection

Production optimization through OEE and throughput analytics

Supply chain visibility for procurement and inventory tracking

Energy efficiency monitoring and operational cost reduction

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Popular Connector Workflows

Source System

Destination

Use Case

PostgreSQL

Snowflake

MES production data to cloud analytics warehouse

MySQL

Databricks Lakehouse

Quality management data for ML-driven defect prediction

Oracle DB

BigQuery

ERP integration for supply chain and procurement analytics

MSSQL SQL Server

Snowflake

SCADA historian data for equipment performance dashboards

SAP Fieldglass

Databricks Lakehouse

Workforce and maintenance operations analytics

Industrial Machinery Data Pipeline Architecture

Unified data flow from factory floor sensors, PLCs, and SCADA systems through Airbyte to cloud analytics platforms for operational intelligence.

The combination of Airbyte and Prefect reduced internal development time and expenses for Graniterock by more than 50%, getting the data in the hands of analysts faster than ever before.