Automated AI/ML pipeline converting drone footage and CAD drawings into 3D BIM models for telecom infrastructure
AI/ML-Powered BIM Conversion Platform
The 2D to 3D BIM Conversion Pipeline is an AI/ML-powered cloud-native platform that automates the creation of 3D digital twins for telecommunication towers. By processing PDF documentation through an intelligent pipeline, it extracts tower specifications, analyzes structural details, classifies tower types, and generates accurate BIM 350 models, revit and robot strucutural analysis compatible with comprehensive dashboards for visualization and management.
AI-powered sorting, organization, and extraction of tower documentation from PDF files by site
Intelligent identification of tower type, structure, and configuration using machine learning models
Automated BIM 350 model creation with interactive dashboard for visualization and management
From PDF documentation to interactive 3D models
AI-powered sorting and organization of tower documentation by site
ML-based extraction of tower specifications, dimensions, and structural details
Intelligent identification of tower type, structure, and configuration
Automated BIM 350 model creation with interactive dashboard
Comprehensive AI/ML-powered conversion features
Process large volumes of tower documentation simultaneously with intelligent batching and parallel execution.
Machine learning models trained on extensive tower datasets for accurate type identification and classification.
Generated models comply with BIM 350 industry standards for interoperability and integration.
Web-based interactive dashboard for viewing, inspecting, and managing generated 3D tower models.
Fully containerized architecture deployed on Kubernetes for scalability and reliability.
Horizontally scalable containerized microservices supporting large-scale tower digitization projects.
Processing and deployment details
Core processing pipeline for tower documentation conversion.
Cloud-native deployment and infrastructure options.
Automate BIM model generation with our AI-powered conversion pipeline