Data Engineering & ETL

Data Engineering & ETL

Expert in building scalable PI System pipelines, data modeling with AF/PI DDI, ensuring data quality, integrating with SCADA/ERP/cloud systems, and maintaining security across critical operations.

Industrial operations generate vast volumes of time-series data—from SCADA systems, PLCs, sensors, and field devices. But inconsistent formats, siloed systems, and lack of context often leave decision-makers guessing. That’s where structured ETL pipelines and contextual data modeling come in.

Modern Industrial ETL Pipeline (Visualized)

Modern Industrial ETL Pipeline (Visualized)

Visual Ideas:

  • PI interfaces pulling from OPC/Modbus

  • AF for structure + event frames

  • Cloud connector (OSIsoft Cloud Services or REST API)

  • Clean data feeding into dashboards, BI tools, ML

What Our Data Engineering Team Delivers

What Our Data Engineering Team Delivers

We design and implement end-to-end industrial ETL pipelines that turn raw machine data into actionable intelligence.

Key Benefits of Deep Integration:

PI System setup & configuration

PI System setup & configuration

Asset Framework (AF) modeling + PI DDI setup

Asset Framework (AF) modeling + PI DDI setup

Real-time data stream cleaning & enrichment

Real-time data stream cleaning & enrichment

Integration with SCADA, ERP, cloud (Azure, AWS, GCP)

Integration with SCADA, ERP, cloud (Azure, AWS, GCP)

Stay Ahead in Industrial Data Innovation

Join the professionals getting the latest insights on industrial data integration

TimeSeries

Solutions Limited

Get in touch

© TimeSeries Solutions 2025. All rights reserved.

Stay Ahead in Industrial Data Innovation

Join the professionals getting the latest insights on industrial data integration

TimeSeries

Solutions Limited

Get in touch

© TimeSeries Solutions 2025. All rights reserved.