Why equine infrastructure fails when sensory architecture is ignored. In this position paper, Kerry M. Thomas explores how environmental design, acoustic reflection, spatial compression, lighting disruption, and herd isolation shape equine stress, biology, performance, and institutional risk. Discover how sensory modeling mitigates welfare exposure and operational liability in modern equine facilities.