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Knowledge management model supported by generative artificial intelligence in organizations (#2760)

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Date of Conference

July 15-17, 2026

Published In

"Engineering without Borders: Artificial Intelligence, Knowledge, Innovation, and Alliances for a Future from the Americas"

Location of Conference

Santiago (Chile)

Authors

Medina Garcia, Victor Hugo

Zamudio Valencia, Paola Andrea

Guerra Cruz, Angel Nicolas

Abstract

Knowledge management has become fundamental for organizations, and generative artificial intelligence is radically transforming its concept. This article explores the innovative applications of generative artificial intelligence, highlighting its ability to create original content and optimize traditional processes for identifying, organizing, storing, distributing, and applying organizational knowledge. A generative artificial intelligence-based model is proposed, developed through applied research and validated with cases of Colombian companies already using these technologies. The model integrates the knowledge cycle with elements of the EKMF framework. Challenges such as information validation and ethics in the use of automated models are also addressed. This analysis provides insight into how generative artificial intelligence complements and transforms traditional approaches to knowledge management.

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