Task-Based Learning in ESP: AI-Enhanced English Learning for Ground and Airport Services is a practical English textbook designed for students preparing for careers in airport and ground services. Covering 13 units, from check-in and baggage handling to irregular operations such as delays and mass cancellations, the book helps learners develop the specialized English skills required in real airport environments. Each unit is linked to an AI-powered learning app that enables self-directed practice of situation-specific expressions. Through vocabulary, speaking, dialogues, reading, and task-based learning activities, students enhance not only their language proficiency but also their problem-solving, decision-making, and professional communication skills, making the book a comprehensive guide for future aviation professionals.