Data Integration for Industrial Machinery Manufacturing

Connect factory floor systems to cloud analytics for predictive maintenance and production optimization.

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Industry-Specific Outcomes

Predictive maintenance from IoT sensors to reduce unplanned downtime

OEE dashboards integrating MES and SCADA data

Quality analytics combining inspection data with production metrics

Equipment performance monitoring across multiple manufacturing sites

Supply chain visibility from ERP to logistics analytics

Data engineering resources

Popular Connector Workflows

Source System

Destination

Use Case

MySQL

Snowflake

OEE and production analytics from MES data

PostgreSQL

BigQuery

Supply chain and inventory reporting from ERP

MSSQL SQL Server

Databricks Lakehouse

Predictive maintenance AI models from SCADA systems

Oracle DB

Snowflake

Engineering change management analytics from PLM

Excel File

BigQuery

Quality control dashboards from inspection data

Industrial Data Pipeline Architecture

From factory floor sensors and MES through Airbyte to cloud analytics and BI dashboards

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.