Snorkel AI
Snorkel AI provides a data-centric AI platform that accelerates AI development across various industries such as banking, healthcare, and telecom, utilizing advanced techniques like weak supervision and programmatic labeling.
Services
Snorkel AI provides a data-centric AI platform designed to help enterprises quickly develop AI applications. Their services cater to industries like banking, healthcare, government, insurance, and telecom. The platform offers capabilities for document classification, named entity recognition, information extraction, conversational AI, and sentiment analysis. Snorkel AI supports integration with existing machine learning stacks, focusing on quick deployment and high accuracy in AI operations.
Products
Snorkel AI utilizes a variety of advanced techniques to enhance data quality and accelerate AI development. Their product lineup includes tools for programmatic data operations, weak supervision, and programmatic labeling. These tools aim to improve the efficiency and effectiveness of data preparation and model training. Additionally, Snorkel AI offers Snorkel Custom, an accelerator program for businesses seeking to fine-tune and optimize their AI models with the help of AI experts.
Industries Served
Snorkel AI extends its services to multiple industries, including banking, healthcare, government, insurance, and telecom. Their platform is designed to meet the specific needs of these sectors, facilitating custom, domain-specific large language models (LLMs). This versatility makes Snorkel AI a valuable partner for enterprises looking to implement AI solutions tailored to industry-specific challenges.
Technological Foundation
Snorkel AI was developed at the Stanford AI Lab and incorporates insights from over 100 peer-reviewed research papers. The platform's technological foundation is built on techniques like weak supervision and programmatic labeling, which enhance data quality and accelerate the development of AI applications. These methodologies ensure that enterprises can create robust and accurate AI models efficiently.
Security and Compliance
Snorkel AI prioritizes enterprise-grade security and compliance standards. It offers support for HIPAA and SOC 2 Type II compliance, ensuring that organizations can trust the platform to handle sensitive data securely. This focus on security and compliance makes Snorkel AI a reliable choice for industries with stringent regulatory requirements.
