In conclusion, this first phase of the project has enabled us to make significant progress toward developing an optical character recognition solution tailored for word grids. By structuring our work with agile project management and using collaborative tools like Git, each team member has been able to contribute according to their expertise, whether in user interface design, image processing, or AI algorithm development. Although we experienced a slight delay in implementing the OCR due to technical challenges, this initial phase has laid a strong foundation for our application. We approach the next stage with renewed determination. The advancements in image preprocessing, AI experimentation, and the establishment of a functional interface place us on a promising path. For the next milestone, we are committed to completing the project by enhancing the OCR and improving our application’s accuracy in identifying words within grids. This project has not only strengthened our technical skills but has also emphasized the importance of structured and effective collaboration. Our continued work will aim to deliver a comprehensive, high-performing solution for the automatic detection and solving of words in a grid.