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Snorkel

Website LinkedIn

Last updated on

Company health

Employee growth
251% increase in the last year
Web traffic
36% increase in the last quarter
Financing
August 2023 - $135M

Ratings

G2
3.0/5
(1)
Glassdoor
4.5/5
(20)

Snorkel description

Snorkel Flow is a data science platform designed to speed up the process of building AI systems. Typically, training AI requires manually labeling huge amounts of data, which is slow and expensive. Snorkel lets your experts create simple rules to label data automatically, making the process much faster. This helps your company build custom AI solutions for your specific needs, without needing massive datasets labeled by hand.


Who is Snorkel best for

We find that Snorkel Flow is ideal for data science teams within larger organizations that need custom AI/ML applications. It allows them to build AI systems much faster by automating the data labeling process. Based on customer feedback, this platform is especially useful for companies in the Software, IT, and Telecommunications industries looking to improve their AI development lifecycle.

  • Great for larger companies (1000+ employees) seeking custom AI solutions to improve their processes and gain a competitive edge.

  • Snorkel Flow is particularly well-suited for companies within the Software, IT, and Telecommunications sectors looking to leverage AI.


Snorkel features

Supported

Programmatic AI Data Development: Snorkel Flow empowers users to build specialized AI applications 100x faster by programmatically developing training data. Instead of manually labeling vast datasets, Snorkel Flow allows users to define labeling functions based on their expertise and apply them to raw data, generating high-quality training data automatically.

Supported

SME Knowledge Encoding and Scalable Application: Snorkel Flow accelerates enterprise AI development by encoding subject matter expert (SME) knowledge and applying it at scale.

Supported

Rapid Training Data Curation: Snorkel Flow enables rapid curation of training data, significantly reducing the time required for model development.

Supported

Model Evaluation and RAG Pipeline Optimization: Snorkel Flow enables users to evaluate models and optimize RAG pipelines, ensuring efficient model performance.

Supported

Fine-tuning of Large Language Models (LLMs): Snorkel Flow allows for the fine-tuning of Large Language Models (LLMs), enhancing their performance for specific tasks.

Supported

Programmatic Data Development for Accelerated AI: Snorkel Flow offers programmatic data development, allowing users to define labeling functions instead of manual labeling, resulting in faster model training and deployment.

Supported

100x Faster AI Development and Deployment: Snorkel Flow helps accelerate the development and deployment of AI models by up to 100 times by using programmatic data development.

Supported

AI Data Development Platform for Enterprise AI: Snorkel Flow is an AI data development platform designed to accelerate enterprise AI development.


Snorkel alternatives

  • Logo of Appen
    Appen
    Trains AI with quality data. Scales data collection and labeling.
    Read more
  • Logo of Encord
    Encord
    Streamlines video and image training data for better AI.
    Read more
  • Logo of TrueFoundry
    TrueFoundry
    Deploy and manage machine learning models easily and reliably.
    Read more
  • Logo of SUPA
    SUPA
    Human-powered data labeling for better, unbiased AI.
    Read more
  • Logo of RapidCanvas
    RapidCanvas
    Build custom AI without code, fast insights, automate decisions.
    Read more
  • Logo of Gathr
    Gathr
    Connect, prepare, and activate your data and AI easily.
    Read more

Snorkel FAQ

  • What is Snorkel and what does Snorkel do?

    Snorkel Flow is a data science platform that accelerates AI development. We find that it allows experts to create labeling rules, automating data labeling for faster model training. This helps build custom AI solutions without extensive manual labeling.

  • How does Snorkel integrate with other tools?

    Snorkel Flow integrates with your existing data infrastructure and tooling. It allows you to leverage your current systems and workflows to streamline the AI development process. We find this helps accelerate development without disrupting established processes.

  • What the main competitors of Snorkel?

    We find that Snorkel's main competitors include Appen, Encord, and RapidCanvas. Appen focuses on data quality, while Encord specializes in image and video data. RapidCanvas enables building custom AI without coding. Other alternatives include TrueFoundry, SUPA, and Gathr.

  • Is Snorkel legit?

    Snorkel Flow is a legitimate data science platform. We find that its programmatic approach to data labeling helps accelerate AI development. Snorkel boasts significant growth and positive website traffic trends, indicating a healthy and reliable platform.

  • How much does Snorkel cost?

    Unfortunately, we don't have pricing information available for Snorkel at this time. We recommend checking their website or contacting their sales team directly for the most up-to-date pricing details.

  • Is Snorkel customer service good?

    There are no customer service reviews available for Snorkel at this time. Therefore, we cannot offer insights on their customer service quality.


Reviewed by

MK
Michal Kaczor
CEO at Gralio

Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.

TT
Tymon Terlikiewicz
CTO at Gralio

Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.

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