StitchPilot.ai is an AI-powered embroidery platform built for digitizing, previewing, and inspecting stitch files in the browser. Users can convert PNG, JPG, SVG, and WebP artwork into machine-ready embroidery formats such as PES, DST, JEF, and VP3, then review stitch count, color data, dimensions, and metadata before production. It also converts embroidery files back into image previews for sharing, quoting, and client approval. The workflow is designed to reduce manual guesswork while still requiring human review, since fabric, stabilizer, thread, hoop size, and machine settings affect the final result.