Develops AI- and computational‑chemistry‑driven, high‑throughput‑screened binding agents that are cost‑effective, non‑toxic, and more sustainable alternatives to mainstream binders. Targets manufacturers of building interiors, finishes, and furniture to reduce health risks from toxic binders and improve final product sustainability.