Edge AI deployment is positioning telecommunications companies to play a more significant role in the artificial intelligence infrastructure market, traditionally dominated by cloud providers and data center operators. By processing AI workloads closer to end users at the network edge, telecoms can leverage their existing infrastructure and connectivity advantages to compete in the expanding edge computing segment. This development could reshape how AI services are distributed and monetized across the telecommunications industry.