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Insights on data integration, engineering best practices, and product updates from the FactoryThread team.
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AI-Powered Data Workflows in Manufacturing: Practical Applications Beyond the Hype
How to apply AI and machine learning to manufacturing data workflows for classification, extraction, anomaly detection, and intelligent automation. Real use cases, not buzzwords.
Nikhil Joshi
April 16, 2025
OPC UA Integration: Bridging the Gap Between PLCs and Enterprise Systems
How OPC UA enables secure, standardized communication between shop floor equipment and enterprise applications. A practical guide to industrial IoT integration for manufacturing.
Nikhil Joshi
April 9, 2025
Building Custom REST APIs for Your Manufacturing Data (No Code Required)
How to create custom REST API endpoints for manufacturing data without writing code. Enable third-party integrations, mobile apps, and custom applications with visual API design.
Nikhil Joshi
April 2, 2025
OData Endpoints: Connecting Manufacturing Data to Power BI and Business Intelligence Tools
How to expose manufacturing data through OData endpoints for real-time Power BI dashboards, Excel reporting, and BI tool integration. A practical guide for operations teams.
Nikhil Joshi
March 26, 2025
Work Order Management in Manufacturing: From ERP to Shop Floor Execution
How to manage work orders effectively across ERP and MES systems. Best practices for work order creation, tracking, and completion in manufacturing operations.
Nikhil Joshi
March 19, 2025
Manufacturing Digital Twin: A Practical Guide Beyond the Hype
What is a manufacturing digital twin? A pragmatic guide to digital twins in production—what they actually do, what they require, and where they deliver real value.
Nikhil Joshi
March 12, 2025
Production Downtime Tracking: How to Measure, Analyze, and Reduce Equipment Downtime
A complete guide to production downtime tracking. Learn how to categorize downtime, calculate losses, and use data to drive equipment reliability improvements.
Nikhil Joshi
March 5, 2025
Shop Floor Data Collection: Systems, Methods, and Best Practices for Manufacturing
Complete guide to shop floor data collection. Learn about automated data capture, manual entry systems, and how to build a reliable production data infrastructure.
Nikhil Joshi
February 26, 2025
Siemens Opcenter Integration: Connecting Your MES to ERP and Enterprise Systems
How to integrate Siemens Opcenter MES with SAP, Oracle, historians, and other enterprise systems. Practical approaches for manufacturing data integration.
Nikhil Joshi
February 19, 2025
SAP Manufacturing Integration: How to Connect SAP to Your Shop Floor Systems
A practical guide to SAP manufacturing integration. Learn how to connect SAP ERP to MES, historians, and production systems without lengthy implementation projects.
Nikhil Joshi
February 12, 2025
Industry 4.0: A Reality Check for Manufacturing Leaders
The hype promised smart factories and autonomous production. The reality is more nuanced. Here's what Industry 4.0 actually looks like on the ground.
Nikhil Joshi
February 5, 2025
Data Silos in Manufacturing: The Hidden Tax on Every Decision
Your production data is scattered across a dozen systems. Each silo costs you time, accuracy, and agility. Here's how to break them down.
Nikhil Joshi
January 29, 2025
Real-Time OEE: Separating the Myth from the Reality
Everyone talks about real-time OEE. Few manufacturers actually have it. Here's what real-time really means—and what it takes to get there.
Nikhil Joshi
January 22, 2025
The MES-ERP Gap: Why Your Shop Floor and Back Office Still Don't Talk
Most manufacturers run both MES and ERP systems. Few have them truly connected. Here's why the gap persists—and what to do about it.
Nikhil Joshi
January 15, 2025