Description: Integrated edge solutions are systems that combine hardware and software to optimize performance in edge computing. These solutions enable data processing close to the source of generation, reducing latency and improving efficiency in information transmission. By integrating specific hardware components, such as sensors and networking devices, with software designed to manage and analyze data in real-time, a faster and more effective response to user needs is achieved. These solutions are particularly relevant in environments where speed and responsiveness are critical, such as in industrial automation, healthcare, and smart cities. Additionally, by performing data processing locally, the need to send large volumes of information to the cloud is minimized, which not only saves bandwidth but also enhances data security by keeping sensitive information closer to its source. In summary, integrated edge solutions represent a significant advancement in how data is managed and processed, offering a more efficient and effective approach to addressing the challenges of the digital age.