VEXPLOR Suite is a manufacturing AI operating system that unifies factory operations into a single cohesive system. Most plants already own MES, ERP, sensors and dashboards, yet every system speaks a different language, so engineers still chase quality problems by hand for hours and AI remains stuck in pilot stages due to a lack of trust on live lines. VEXPLOR standardizes plant data into 834+ tables and 311+ ontology relations, grounds every AI answer in that ontology so it is traceable rather than a black-box guess, and hands control to AI one verified safety level at a time, from read-only to supervised execution. Six integrated modules cover sensing, decision and execution. It runs at 20+ manufacturing sites; at one site hourly output rose more than 20% and process defects fell 26%. Our aim is autonomous manufacturing an ordinary factory can trust and adopt step by step.