In recent years, for DX and sustainable initiatives, deep analysis such as customer behavior analysis, employee health management, and speedy microbiological analysis is required. Therefore, there are scenes where not only image recognition using camera images but also time series analysis is performed. However, privacy, high security, and real-time learning processing are required, and restrictions on installation location also exist. In this seminar, we will discuss these issues and illustrate solutions using cameras and non-cameras in our edge AI solutions. We will also introduce our no-code model development solutions for in-house demand.