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Through a competitive awards-based program, STTR and SBIR federal grants enable small businesses to explore their technological potential and open new opportunities to profit from its commercialization. However, it can be difficult for first-time applicants to get their foot in the door, between sorting through guidelines, requirements, and deadlines, and trying to locate successful examples. GrantScout is automating grant search, writing, and submission. The tool uses traditional deep learning methods and generative Al to unlock funding for everyone. Join GrantScout founders Felicia Chen and Jennifer Tang as they present how the government provides over two million grants for small businesses, the ways that their team fine-tunes their own models to create strong technical proposals, and lessons they've learned from past experiences that helped them build the platform.