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This article presents the development of robotically fabricated and topological optimized fibreglass weaved panels. The process was led under the material intelligence workflow composed of the digital simulation of mechanical behaviour of the component, programming and optimization of the toolpath, and digital manufacturing with a common CNC machine. Through this process, the panels are optimized to minimize the use of material, decreasing the production time, to achieve its maximum mechanical and functional performance within its own design space