Auto-Classification for the Enterprise: When to Use AI vs. Semantic Models
Auto-classification is a valuable process for adding context to unstructured content. Nominally speaking, some practitioners distinguish between auto-classification (placing content into pre-defined categories from a taxonomy) and auto-tagging (assigning unstructured keywords or metadata, sometimes generated without a taxonomy). In this article, I use ‘auto-classification’ in the broader sense, encompassing both approaches. Continue reading
Optimizing Historical Knowledge Retrieval: Leveraging an LLM for Content Cleanup
Enterprise Knowledge (EK) recently worked with a Federally Funded Research and Development Center (FFRDC) that was having difficulty retrieving relevant content in a large volume of archival scientific papers. Researchers were burdened with excessive search times and the potential for knowledge loss … Continue reading
Enterprise AI Readiness Assessment
Understand your organization’s priority areas before committing resources to mature your information and data management solutions. Enterprise Knowledge’s AI Readiness Assessment considers your organization’s business and technical ecosystem, and identifies specific priority and gap areas to help you make
targeted investments and gain tangible value from your data and information. Continue reading
Natural Language Processing and Taxonomy Design
Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that processes and analyzes human language found in text. Some of the exciting capabilities that NLP offers includes parsing out the significant entities in content through a statistical analysis … Continue reading
Ivanov Featured in Image & Data Manager Magazine
An article written by EK senior consultant Yanko Ivanov has been featured in the Image & Data Manager (IDM) magazine. Ivanov’s article discusses the key steps to leveraging auto-tagging, auto-classification, and auto-categorization tools more effectively and achieving high automation and … Continue reading
4 Steps to Content Auto-Classification with High Accuracy
As technologies evolve, we have seen the rise of auto-tagging, auto-classification, and auto-categorization tools that attempt to take over the task for describing the content we create. These tools apply metadata tags automatically so we don’t have to. Yet, in … Continue reading