The market problem addressed by AI-SL (Artificial Intelligence Sign Language) is the significant communication barrier faced by the deaf and hard of hearing community in their interactions with the hearing world. This barrier limits their access to education, employment opportunities, and social interactions, consequently impacting their standard of living and overall quality of life.