Machine Learning in Document Management Systems By Manish Surve

What is Machine Learning in Document Management Systems? A DMS powered by artificial intelligence and machine learning can: • Automatically classify documents by topics • Analyze relationships between documents • Enable intelligent search and retrieval Key Capabilities: ✓ Automatic Classification ✓ Content Analysis ✓ Intelligent Processing Machine Learning Life Cycle Example Implementation Process: 1. Data Collection: Gather historical documents 2. Feature Selection: Identify target variables (e.g., "readmission") 3. Model Training: Apply ML algorithms 4. Deployment: Integrate into DMS workflow Why is the Machine Learning Life Cycle Important? Benefits: • End-to-end implementation • Structured methodology • Delivers measurable ROI • Scalable solutions My References https://resources.m-files.com/blog/5-ways-ai-in-document-management-will-make-your-business-more-efficient-3 https://hackernoon.com/7-benefits-of-ai-enabled-document-man...