The drive for productive tools to sophisticated optimisation challenges has spurred significant innovations in computational science over the decades. Conventional computing frequently struggle with sprawling mathematical difficulties. Emerging quantum-inspired techniques offer exciting avenues for overcoming traditional computational limitations.