Audience

Organizations interested in a data-centric AI development platform to automate processes and deploy AI models

About Snorkel AI

AI today is blocked by lack of labeled data, not models. Unblock AI with the first data-centric AI development platform powered by a programmatic approach. Snorkel AI is leading the shift from model-centric to data-centric AI development with its unique programmatic approach. Save time and costs by replacing manual labeling with rapid, programmatic labeling. Adapt to changing data or business goals by quickly changing code, not manually re-labeling entire datasets. Develop and deploy high-quality AI models via rapid, guided iteration on the part that matters–the training data. Version and audit data like code, leading to more responsive and ethical deployments. Incorporate subject matter experts' knowledge by collaborating around a common interface, the data needed to train models. Reduce risk and meet compliance by labeling programmatically and keeping data in-house, not shipping to external annotators.

Integrations

API:
Yes, Snorkel AI offers API access

Ratings/Reviews

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Company Information

Snorkel AI
Founded: 2019
United States
snorkel.ai/

Videos and Screen Captures

Snorkel AI Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Live Online
Videos
Support
Online

Snorkel AI Frequently Asked Questions

Q: What kinds of users and organization types does Snorkel AI work with?
Q: What languages does Snorkel AI support in their product?
Q: What kind of support options does Snorkel AI offer?
Q: What other applications or services does Snorkel AI integrate with?
Q: Does Snorkel AI have an API?
Q: What type of training does Snorkel AI provide?

Snorkel AI Product Features

Artificial Intelligence

For Healthcare Not Supported
Multi-Language Not Supported
Chatbot Not Supported
For Sales Not Supported
Rules-Based Automation Not Supported
Machine Learning Not Supported
Natural Language Processing Not Supported
Predictive Analytics Not Supported
Virtual Personal Assistant (VPA) Not Supported
Process/Workflow Automation Not Supported
For eCommerce Not Supported
Image Recognition Not Supported

Data Labeling

Team Collaboration Not Supported
Labeling Quality Not Supported
Labeling Automation Not Supported
Human-in-the-loop Not Supported
Training Data Management Not Supported
SDK Not Supported
Task Management Not Supported
Performance Tracking Not Supported
Polygon, Rectangle, Line, Point Not Supported
Supports Audio Files Not Supported

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported

Snorkel AI Additional Categories