Snorkel AI, the data-centric AI company, introduced the Foundation Model Data Platform, powered by its unique programmatic data development approach. With Snorkel AI’s Foundation Model Data Platform, any company can now use their proprietary enterprise data and knowledge to build custom foundation models (FMs) or large language models (LLMs), or improve the accuracy of leading commercial or open-source models for domain-specific generative AI and predictive AI applications.
Despite the Cambrian explosion for generative AI applications, accuracy and privacy are top challenges for enterprise adoption1. Nearly 40 percent of enterprises are already considering building enterprise-specific LLMs or adapting existing ones using their proprietary data2. The biggest blocker for model development is manually preparing the data that the models are trained with. Snorkel AI brings an unparalleled track record of transforming manual data development processes into programmatic solutions. Some of the world’s largest enterprises, such as five of the top ten US banks, Memorial Sloan Kettering, BNY Mellon, Wayfair, and more, use Snorkel Flow to programmatically label data and train models for mission-critical predictive AI applications with production-grade accuracy.
Snorkel AI’s new Foundation Model Data Platform expands programmatic data development beyond labeling for predictive AI with two core solutions: Snorkel GenFlow for building generative AI applications and Snorkel Foundry for developing custom LLMs with proprietary data. With Snorkel Flow, GenFlow, and Foundry, enterprises can support critical data development for all the ways enterprises want to leverage FMs and LLMs.
“Wayfair’s partnership with Snorkel AI underscores our commitment to machine learning innovation, continually enhancing our customers’ on-site search experience among our vast array of 40 million products,” said Tulia Plumettaz, Director of Machine Learning at Wayfair. “Snorkel’s programmatic labeling approach helps our data scientists improve catalog content automation and overcome accuracy, consistency, and efficiency challenges. In addition, Snorkel’s data-centric AI platform supports our mission to utilize foundation models in future developments.”
SOURCE: Businesswire