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Supervised vs. Unsupervised Learning: Which Drives Better ROI?  

Supervised vs. Unsupervised Learning: Which Drives Better ROI?  

by Perma Technologies | Nov 28, 2025 | Machine Learning

1. Understanding the Core Difference   At its heart, the distinction between supervised and unsupervised learning lies in data labeling and objective clarity. AspectSupervised LearningUnsupervised LearningInput DataLabeled (known outcomes)Unlabeled (unknown...
ERP Trends for SMEs: Real Time Data, AI and Micro Innovation in Manufacturing , Which Drives Better ROI?  

ERP Trends for SMEs: Real Time Data, AI and Micro Innovation in Manufacturing , Which Drives Better ROI?  

by Perma Technologies | Oct 31, 2025 | ERP

ERP solutions have evolved beyond back office automation. Modern platforms integrate AI, IoT sensors, and predictive analytics, enabling small and medium manufacturers to make decisions in real time. According to Gartner’s 2025 Manufacturing Insight Report, 75 % of...
The Hidden ROI of Implementing Machine Learning in Your Business  

The Hidden ROI of Implementing Machine Learning in Your Business  

by Perma Technologies | Aug 18, 2025 | Machine Learning

In today’s fast evolving business landscape, organizations are increasingly turning to advanced technologies to gain a competitive edge. One such transformative technology is Machine Learning (ML), which offers businesses the ability to analyze data, optimize...

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