The ready-to-wear industry assumes vertical torsos, straight legs, and symmetrical weight distribution. Wheelchair users experience bunching, gaping, and constriction when seated for extended periods. Research published in 2024 identifies seated body geometry differences as the primary barrier to functional fit. Mainstream adaptive launches have proliferated, but most address closures, not core pattern engineering.