No real-time factory visibility
The company lacked a full live view of plant operations. Sites on five continents needed a better flow of information across the business.
Case Study · Antdata + Upfield

Antdata helped Upfield automate production processes across distributed plants with a Microsoft IoT data-flow architecture.
Factories of the future are no longer just frames from sci-fi films. This project is living proof: IoT in manufacturing enables significant process automation—even across dispersed plants and factories.
The challenge
Upfield faced typical manufacturing issues that cut into profits and disrupted production efficiency.
The company lacked a full live view of plant operations. Sites on five continents needed a better flow of information across the business.
The main gap was production-line effectiveness (OEE) in all factories—hard to compare and improve without shared, timely data.
Measurements, controls, and quality checks without real-time analysis were unreliable and weighed on enterprise results and profitability.
The solution
Antdata addressed these pain points by implementing Microsoft IoT and a data-flow architecture to improve production processes and data management between factories.
Step 1 connected and integrated multiple sources: IoT terminals, ERP systems and databases, and dedicated apps for production-line operators.
The results
IoT, ERP, and operator apps feed one architecture so plants across continents can share operational information.
Production-line effectiveness becomes measurable and comparable across factories instead of trapped in local systems.
Centralized sources give production teams a foundation for real-time measurement, quality control, and deeper analysis.