1 Introduction

2 AI in Business

2.1 The Essence and Potential of Artificial Intelligence

2.2 Machine Learning and Neural Networks

2.3 Generative AI in Organizations

2.4 Rough Set Models

2.5 Knowledge-Based Systems

3 Selected AI Applications in Project Management

3.1 Data-Driven Project Management

3.2 Generative AI in Modern Project Management

3.3 Learning Models for Project Evaluation

3.4 Applications of Rule-Based Systems

3.5 Methodological Approaches for Multicriteria Knowledge-Based Project Analysis

4 AI-Driven Knowledge-Based Evaluation

4.1 Preliminary Comments about Evaluation System Modeling

4.2 Integrated Approach

4.3 Knowledge Discovery Through Learning

4.4 Combining Rule-Based Systems and Generative AI

4.5 Building and Assessing AI-Powered Knowledge Base

4.6 Using Knowledge-Based Evaluation Systems

5 Conclusions