This presentation highlights the critical elements defining edge AI solutions’ performance and effectiveness. It details the concepts of functional requirements, including data processing capabilities, real-time analytics, and system integration that empower applications across various sectors. The presentation examines non-functional requirements such as scalability, reliability, security, and energy efficiency. By understanding these requirements, stakeholders can better design edge AI systems that are effective but also robust and sustainable, ensuring they meet the demands of a rapidly changing technological landscape.