Providing real-time image capture, technological analysis, actioning, and reporting system, with integrated advanced artificial intelligence and machine learning capabilities, comprising computer hardware and downloadable or recorded software used with production lines, quality assurance applications, and laboratory facilities, consisting of an AI component enhances the system's ability to learn from data patterns, expanding the system capabilities related to detecting and displaying features, simplifying setup, and interpreting data.