wei, changhua As of 2024, McKinsey framed generative AI as a tool that can move fashion work from sketches and mood boards into faster product creation, marketing content, and customer-facing experiences, which is exactly where e-commerce bottlenecks now form. In 2026, the …
Recent State of Fashion research highlights that brands are rethinking sourcing models, nearshoring, and supplier relationships to cope with volatility and climate risk. In this environment, collaboration quality between brands and manufacturers becomes as important as cost, because misaligned production …
3D fabric sampling software enables textile mills and engineers to create accurate digital fabric twins that simulate real-world properties like drape, stretch, and weight. These tools reduce physical sampling, accelerate development timelines, and improve collaboration with brands by delivering realistic,
For OEM/ODM factories, “best” is less about fancy visuals and more about whether 3D tools actually win and execute orders. Critical capabilities include:
Pattern-aware 2D–3D: Import DXF/AAMA, keep grading, markers, and BOM valid for production.
Accurate fit and fabric behavior:
As of the State of Fashion 2026 report by McKinsey and The Business of Fashion, more than a third of fashion executives say they already deploy generative AI in areas like image creation, online customer service, and product discovery, and …
As of the latest State of Fashion analyses, major apparel groups are under intense pressure to shorten development calendars and reduce sampling waste, with virtual sampling highlighted as a key lever for both cost and sustainability gains. In 2026, apparel …
As highlighted in recent BoF–McKinsey State of Fashion research, low single‑digit growth and rising cost pressure are forcing brands to scrutinize every part of the value chain, including e-commerce content production. At the same time, McKinsey’s 2025 insights note that …
As highlighted in the State of Fashion 2024 and 2026 reports from McKinsey and The Business of Fashion, volatility in fashion demand and shorter trend lifecycles are pushing brands to compress product development timelines more than ever before. Fast fashion …
McKinsey’s recent State of Fashion reporting notes that suppliers are under pressure to digitize, automate, and compress lead times across development and production. For many pattern rooms still running “classic” 2D CAD such as TUKAcad, that pressure shows up as …