In an era where industrial waste poses unprecedented challenges to our environment, this groundbreaking book presents an innovative framework for integrating artificial intelligence into waste management systems. Drawing from extensive research in Egypt's textile and food industries, the author demonstrates how AI technologies can transform traditional waste handling practices into smart, sustainable solutions. The book offers practical insights into implementing material circularity, converting waste into energy, and developing functional products from industrial byproducts. Through detailed case studies and mathematical models, readers will discover how AI-powered systems can optimize resource utilization, reduce environmental impact, and create value from waste streams. This comprehensive guide bridges the gap between theoretical circular economy concepts and practical implementation. With clear examples of waste-to-energy conversion and the development of sustainable building materials, this book provides a roadmap for transforming industrial waste challenges into opportunities for innovation and environmental stewardship.