StitchBrief

StitchBrief is an AI-powered tool that helps independent fashion designers and tailors turn a client's outfit inspiration and informal description into a structured, editable garment brief. A reference image can communicate the general look of an outfit, but important details such as fit, fabric preferences, finishing, measurements and construction requirements may be missing or ambiguous. This can lead to misunderstandings between clients and the people making their garments. StitchBrief addresses this communication gap through a guided, multi-step workflow. Clients upload an inspiration image, describe what they want, and provide the garment type and occasion. Using Meta's Muse Spark model, the application analyses the image alongside the client's description and identifies visible design characteristics. Rather than treating the initial analysis as a final specification, StitchBrief distinguishes visual observations from client-confirmed decisions, AI suggestions and unknown details. It identifies missing or conflicting information and asks targeted follow-up questions to clarify the request. The application then generates an editable garment brief containing confirmed preferences, reference observations, outstanding decisions, measurements that need to be collected directly from the client, and a tailor review checklist. StitchBrief does not claim to determine exact measurements or hidden construction details from photographs. Its goal is to reduce guesswork, improve communication and give tailors a clearer starting point for each commission.