EdgeFirm

EdgeFirm builds custom AI systems on fixed-price contracts: RAG search, conversational assistants, data pipelines. Part of the portfolio is ordinary web and mobile work, and Clutch files them under custom software and UI-UX rather than AI. Published pricing runs $40K to $60K for one use case and $70K to $100K for a multi-system build, on a stated four to five month schedule. The best cited project is a WhatsApp support bot for Dubai retailer Eona.ae, where EdgeFirm reports 70% of queries handled automatically in three months. On location: the site calls the firm American, its Clutch profile puts headquarters in Karachi, and no US address appears on the site.