This document is a guide that outlines the implementation of NEC's Advanced Analytics solution, specifically focusing on System Invariant Analysis Technology (SIAT) and its subset, time-series model-free analysis (D2D). The guide describes the challenges faced by a manufacturing company due to system failures that caused operational delays. It explains how SIAT operates on the principle of system invariance, maintaining the relationships between various data variables and alerting users to anomalies in real-time. The document details the benefits of SIAT, including its ability to enhance machine efficiency, reduce energy wastage, and provide scalable solutions for diverse applications such as system monitoring and predictive maintenance. Furthermore, it emphasizes the versatility of SIAT in various industries, including manufacturing and healthcare, and its role in NEC's broader AI platform, NEC the WISE, which offers a range of AI solutions for businesses.