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NanoForge AI is developing an AI-based end-to-end materials discovery and development automation system that goes beyond simply predicting candidate materials to fully automating synthesis through robotics. This integrated approach aims to reduce the traditional development cycle from over seven years to under one month while cutting costs by up to 80%. In the short term, the company plans to generate revenue and build core datasets by providing R&D automation units and collaborating with industry partners, while in the long term, it aims to secure royalty income through proprietary IP such as high-temperature superconductors (HTS). By accelerating R&D cycles in semiconductors, batteries, advanced ceramics, and other high-tech industries, NanoForge AI aspires to become a global leader in the specialty materials market.