At The Information’s AI Agenda event, Snorkel AI CEO Alexander Ratner explored how enterprises are navigating the rapidly evolving AI landscape—where large language models (LLMs) have reached an inflection point, but success still depends on high-quality, domain-specific data. For six years, Snorkel AI has worked closely with customers to customize models by labeling internal data, proving our value through back-and-forth conversations and adapting to new applications like chatbots. "Working with [large language models] pre this kind of inflection point was very different because they weren’t really useful for these generative use cases," Ratner said during the discussion.As enterprises scale AI, the focus must shift from model selection to data strategy. Read more insights from The Information’s AI Agenda event: https://lnkd.in/eeH6k_5z
Snorkel AI
Software Development
Redwood City, California 51,987 followers
The data-centric AI platform powered by programmatic labeling and foundation models
About us
Snorkel AI makes AI development fast and practical by transforming manual AI development processes into programmatic solutions. Snorkel AI enables enterprises to develop AI that works for their unique workloads using their proprietary data and knowledge 10-100x faster. Five of the top ten US banks, several government agencies, and Fortune 500 companies use Snorkel. Snorkel’s core research was developed at Stanford AI lab and is deployed at Google, Intel, Apple, IBM, DARPA, and other trailblazing organizations. Backed by Addition, Greylock, GV, In-Q-Tel, Lightspeed Venture Partners and funds and accounts managed by BlackRock, the company is based in Palo Alto. For more information on Snorkel AI, please visit: https://www.snorkel.ai/ or follow @SnorkelAI.
- Website
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https://snorkel.ai
External link for Snorkel AI
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- Redwood City, California
- Type
- Privately Held
- Founded
- 2019
- Specialties
- enterprise ai, weak supervision, programmatic labeling, artificial intelligence, machine learning, data science, technology, software, foundation models, LLM, Generative AI, GPT-3, ChatGPT, NLP, computer vision, and document intelligence
Locations
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Primary
Get directions
55 Perry St
Redwood City, California 94063, US
Employees at Snorkel AI
Updates
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📆 Don't miss Snorkel AI co-founder Paroma Varma at the Google Cloud Women Founders' Forum. Paroma joins a panel with Helen Altshuler, Iliana Quinonez, Eylul Kayin and Nayul Lina Kim designed to share hard won lessons and inspire women founders and leaders 🚀
📢 𝗝𝗼𝗶𝗻 𝘂𝘀 𝗳𝗼𝗿 𝗚𝗼𝗼𝗴𝗹𝗲 𝗳𝗼𝗿 𝗦𝘁𝗮𝗿𝘁𝘂𝗽𝘀 𝗪𝗼𝗺𝗲𝗻 𝗙𝗼𝘂𝗻𝗱𝗲𝗿𝘀’ 𝗙𝗼𝗿𝘂𝗺! The Google Cloud Startups is hosting an exclusive networking event and a fireside chat in the Bay Area. Nayul Kim, our Co-founder & CEO, will be joining alongside leaders from Google, Gradient, Snorkel AI, and EngFlow to share her latest insights about our business and the industry⚡ Network with other ambitious and experienced women in the startup ecosystem🔥 👇 Don't miss out on this event! https://lnkd.in/gKwmZ-mc
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📆 Don't miss Snorkel AI CEO and Co-Founder Alexander Ratner in San Francisco at The Information AI Agenda Live, this Thursday, February 27th!
Join us this Thursday in San Francisco at AI Agenda Live, where Sri Muppidi will hear from Lightspeed, Snorkel AI, and Dexterity, Inc. executives on how to overcome go-to market challenges as an AI startup. Learn more: https://bit.ly/434y0Cy
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👉🏼 Distillation is key approach for enterprise AI teams to create specialized models that perform domain specific tasks, while reducing costs and accelerate response times
𝗪𝗵𝘆 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀 𝗦𝗵𝗼𝘂𝗹𝗱 𝗘𝗺𝗯𝗿𝗮𝗰𝗲 𝗟𝗟𝗠 𝗗𝗶𝘀𝘁𝗶𝗹𝗹𝗮𝘁𝗶𝗼𝗻 LLMs are powerful but costly. Snorkel AI's LLM distillation compresses large models into smaller, efficient versions—cutting costs and boosting speed without sacrificing performance. • 𝗖𝗼𝘀𝘁 𝗥𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻: Smaller models require fewer GPUs and lower cloud costs. • 𝗙𝗮𝘀𝘁𝗲𝗿 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲: Reduces response times for real-time applications like chatbots. • 𝗧𝗮𝘀𝗸-𝗦𝗽𝗲𝗰𝗶𝗳𝗶𝗰 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲: Optimized for specialized enterprise use cases. Distillation enables enterprises to scale AI efficiently. #LLMDistillation #AIOptimization #EnterpriseAI
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Thank you Ryoichi Homma for joining and making these events a tool for building better community 🚀
See how to evaluate GenAI systems, generate synthetic training data & optimize retrieval with models from Anthropic, Cohere, & Meta using a native AWS Bedrock & SageMaker integration in Snorkel Flow. Register today!
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Knowing how to tackle LLM improvement for your specific domain and use case is the key. 🗝 Our next live demo and Q&A is all about specialized LLM evaluation to better identify where and why the model may be responding poorly. Register for this online session on Feb 26 here 💻: https://lnkd.in/e78GhiaN
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Snorkel AI reposted this
How can AI startups overcome go-to market challenges? Sri Muppidi will sit down with executives from Lightspeed, Snorkel AI, and Dexterity, Inc. to discuss how at AI Agenda Live in San Francisco next week. Grab your ticket now: https://bit.ly/41kAawu
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Last call to join us for an exclusive webinar featuring leading experts from Amazon Web Services (AWS) and Snorkel: 🌟 Sindhura Palakodety – Senior Solutions Architect at AWS 🌟 Vingesh Ramesh – Machine Learning Solutions Engineer at Snorkel AI 🌟 Shane Johnson – Senior Director of Product Marketing at Snorkel AI Learn how to supercharge your #GenAI systems and harness tools to unlock new possibilities for performance and data quality. Register now 👉 https://lnkd.in/eZw7RNHa #AIOptimization #MachineLearning #AWS #SnorkelAI
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Chris Borg, Solutions Engineer at Snorkel, will be presenting at the virtual Amazon Web Services (AWS) Innovate conference, offering an in-depth exploration of building specialized LLMs with #SnorkelFlow, Amazon Bedrock, and SageMaker AI! Sign up to join us online on March 13 💻: https://lnkd.in/dyaNp9ci #AIconference #GenAI #AWS
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Snorkel AI reposted this
In this episode of DOS Won't Hunt, Fred Sala, chief scientist at Snorkel AI; Becky Carroll, partner, IBM Consulting Global - AWS strategic partnership lead for data and AI; Charles Xie, CEO and founder of Zilliz; Srujan Akula, CEO of The Modern Data Company; and Deepak Singh, vice president of developer experience at Amazon Web Services (AWS), discussed bringing clarity and efficiency to AI strategies.