Modern companies are generating vast amounts of content daily, making traditional knowledge management practices increasingly ineffective. This is where intelligent knowledge systems steps in, providing a innovative approach to capturing and accessing critical wisdom. Our overview explores how machine learning, natural terminology handling, and cle