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Capybara.AI builds a semantic-driven investment copilot that combines generative AI, retrieval-augmented generation and unsupervised machine learning. It turns unstructured market data and news into real-time signals, event-based analysis and historical back-inference. Its iOS app, "Capybara - AI Trading Copilot", targets retail investors, and Crunchbase lists the company at pre-seed stage. Its two listed backers are Microsoft for Startups and Nvidia Inception. It is a small, NYU-linked team, and Crunchbase and LinkedIn both put headcount at 11–50.