Surge AI, a data-labelling firm founded by Edwin Chen, plans to raise $1 billion in its first capital raising, aiming for a valuation surpassing $15 billion. It has outperformed Scale AI in revenue and customer acquisition. As Scale AI faces customer losses post-Meta investment, Surge AI's strategic growth is under scrutiny. Investors observe the data labelling industry's dynamics amidst AI advancements and automation threats.