| Explains the fundamental concepts of artificial intelligence, including machine learning, deep learning, natural language processing, robotic process automation, and predictive analytics, and their roles in business transformation. |
| Analyzes the integration of AI applications into core business functions such as finance, marketing, human resources, supply chain, and international trade. |
| Applies AI-based data analytics and forecasting tools to support managerial decision-making and improve operational efficiency and customer experience. |
| Evaluates AI strategies in terms of ethical responsibility, data security, explainability (XAI), sustainability, and competitive advantage. |
| Designs a project-based AI-driven business solution or model that addresses a real organizational problem and demonstrates data-driven, innovative, and strategic thinking. |