Our client is a US-based startup developing a telecom mast inspection and maintenance system. The client\\\'s solution consists of processing a 3D digital twin of the masts to recognize essential features such as equipment installed or untapped space. We’re applying an ML system that automates the processing of the assets and implementing new architecture and data model to facilitate system development. We used diverse ML techniques to recognize and tag elements of the tower, shortening the time needed to process a single object by 60%