Enterprise ready, fully interoperable

We accelerate AI delivery for data science and machine learning teams at leading enterprises—including those with complex, highly sensitive data.


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Fully interoperable

Snorkel Flow is an integration-first platform that works with your existing ML stack seamlessly and securely. Build a data-centric workflow over your infrastructure, data sources, modeling libraries, serving environments, and more.

Python SDK

Pull in existing models, create custom labeling functions, and integrate with your existing data sources, applications, and MLOps infrastructure.

Use Snorkel Flow’s built-in notebooks, or install the Python SDK in other environments to build integrations.


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Flexible infrastructure

Choose your preferred deployment model whether that’s private cloud, public cloud, or Snorkel-hosted deployment.
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Flexible infrastructure

Choose your preferred deployment model whether that’s private cloud, public cloud, or Snorkel Flow Cloud.

Snorkel Flow is Kubernetes-native and tested across AWS, Azure, GCP, OpenShift, and more.

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The Snorkel Success Program

The AI/ML expertise of our success managers, engineers, and researchers is unparalleled.

We’ll work with you to enable your team and apply customer-proven best practices, maximizing your ROI and time to value.




Secure and compliant

We’re committed to upholding the security of our customers’ data, and Snorkel Flow is built around these principles. Please email security@snorkel.ai with any questions you may have.

Holistic security investments
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Regular third-party penetration testing

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Continuous vulnerability scanning

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Secure software development and employee training

Data access and protection
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Multi-provider single sign-on (SSO)

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Native role-based access controls

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Encryption in transit (TLS) and at rest (AES 256)





Bring everyone’s best to the table

You rely on your domain experts and business partners for insight, expertise, and feedback. Snorkel Flow makes it easy to transfer knowledge, not just labels.

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Real-time progress sharing

Work in a single platform to remove the silos between domain experts, annotators, and data scientists.
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User-tailored workflows

Support for all teammates with both a comprehensive Python SDK and no-code interfaces.
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Efficient troubleshooting

Pinpoint data slices for domain expert spot-checks and troubleshooting to improve model accuracy faster.
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Rich knowledge transfer

Gather context and insight beyond labels with patterns, tags, and comments.


Dive in

[get_press_posts]
Press
Blog
Research
Case studies
Press
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November 17, 2022
Snorkel AI Accelerates Foundation Model Adoption with Data-centric AI


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November 17, 2022
AI startup Snorkel preps a new kind of expert for enterprise AI


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November 17, 2022
Snorkel dives into data labeling and foundation AI models


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July 28, 2022
Here’s why a gold rush of NLP startups is about to arrive


Blog
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November 17, 2022
Data-centric Foundation Model Development: Bridging the gap between foundation models and enterprise AI


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November 17, 2022
Better not bigger: How to get GPT-3 quality at 0.1% the cost


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November 3, 2022
Building an NLP application to analyze ESG factors in Earnings Calls using Snorkel Flow


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August 4, 2022
The Future of Data-Centric AI 2022 day 1 highlights


Research
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2022
Universalizing Weak Supervision


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2021
Ontology-driven weak supervision for clinical entity classification in electronic health records


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2017
Rapid Training Data Creation with Weak Supervision


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2016
Data Programming: Creating Large Datasets Quickly


Customer Stories
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September 30, 2022
How Schlumberger uses Snorkel Flow to enhance proactive well management


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September 30, 2022
How a global custodial bank automated KYC verification with Snorkel Flow


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September 28, 2022
How Memorial Sloan Kettering Cancer Center used Snorkel Flow to scale clinical trial screening


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February 26, 2022
How Genentech extracted information for clinical trial analytics with Snorkel Flow


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Are you ready to dive in?

Label data programmatically, train models efficiently, improve performance iteratively, and deploy applications rapidly—all in one platform.
Request a demo