This book constitutes the refereed proceedings of the 21st International Conference on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2025, held in Wellington, New Zealand, during November 17-18, 2025.

The 11 full papers and 3 short papers included in this book were carefully reviewed and selected from 25 submissions. These papers focus on advanced research in machine learning, natural language processing, and intelligent systems.