Snorkel AI develops programmatic data labeling tools that enable organizations to train domain-specific artificial intelligence models without extensive manual annotation. Founded in 2019 and headquartered in Redwood City, the company addresses a critical bottleneck in AI development by automating the traditionally labor-intensive process of creating training datasets. Snorkel's platform allows enterprises to rapidly build and deploy machine learning models across various use cases, significantly reducing the time and cost associated with AI implementation. The company continues to focus on expanding its programmatic labeling capabilities and strengthening its position in the enterprise AI infrastructure market.