AI for telecom

From customer service operations to network health and security, Snorkel Flow provides telecom innovators with a data-centric platform to build custom AI applications powered by programmatic data labeling.
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Accelerated

Save time and costs by replacing manual labeling with rapid, programmatic labeling.
Adaptable Applications icon

Adaptable

Adapt to changing data or business goals by quickly changing code, not manually re-labeling entire datasets.
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Collaborative

Incorporate subject matter experts' knowledge by collaborating around a common interface–the data needed to train models.
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Accurate

Develop and deploy high-quality AI models via rapid, guided iteration on the part that matters–the training data.
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Governable

Version and audit data like code, leading to more responsive and ethical deployments.
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Private

Reduce risk and meet compliance by labeling programmatically and keeping data in-house, not shipping to external annotators.

A radically new approach to AI

Conventional AI approaches rely on generic third-party models, or brittle rule-based systems, or armies of human labelers. With the Snorkel Enterprise AI Platform, programmatically labeling unlocks a new workflow that accelerates AI app development.

With Snorkel Enterprise AI Platform

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Customize state-of-the-art models by training with your data & adapt to changing data or goals with a few lines of code.
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Leverage cutting-edge ML to go beyond simple rules and retain the flexibility to audit and adapt.
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Label thousands of data points
programmatically in hours while keeping your data in-house and private.

With conventional approaches

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Hand labeled ML is hugely expensive, with usually no way to iterate, adapt, be privacy compliant, audit, or reuse.

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Pre-trained vendor models often don’t work on your data; no way to customize, adapt, or audit.

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Rules-based approaches often don’t perform well on complex data or adapt easily to data or goal changes.

The platform for data centric AI development

The platform for data-centric AI development

[get_press_posts]
Press
Blog
Research
Case studies
Press
Snorkel + Snowflake
January 25, 2023
Snorkel AI partners with Snowflake to bring data-centric AI to the Snowflake Data Cloud

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January 18, 2023
Snorkel AI Heads Into 2023 With Record Momentum and Growth

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November 22, 2022
Deepening Snorkel AI’s partnership with Microsoft Azure AI

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

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Blog
Unmasking Trafficking Risk in Commercial Sex Supply Chains with Machine Learning Blo image
January 20, 2023
Unmasking Trafficking Risk in Commercial Sex Supply Chains with Machine Learning

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Combining foundation models with weak supervision blog banner
March 1, 2023
Combining foundation models with weak supervision

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Scrabble tiles spelling "foundation." Relevant to Foundation Models, no?
March 1, 2023
Foundation models: a guide

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How programmatic labeling can minimize data exposure blog banner
December 21, 2022
How programmatic labeling can minimize data exposure

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Research
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2022
On the Opportunities and Risks of Foundation Models

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Ask Me Anything approach bolsters foundation models banner image
January 4, 2023
Ask Me Anything approach bolsters foundation models

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2022
A Survey on Programmatic Weak Supervision

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Liger: Fusing foundation model embeddings & weak supervision blog image
January 26, 2023
How Foundation Models bolster programmatic labeling

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Customer Stories
Pixability logo for a Snorkel Flow customer success case study
January 11, 2023
How Pixability uses foundation models to accelerate NLP application development by months

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How a top 3 US bank used Snorkel Flow to automate 10-K review for their analysts Banner image
December 23, 2022
How a top 3 US bank used Snorkel Flow to automate 10-K review for their analysts

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How Georgetown University's CSET uses Snorkel Flow to build NLP applications to inform policy research banner
December 19, 2022
How Georgetown University’s CSET uses Snorkel Flow to build NLP applications to inform policy research

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November 2, 2022
How a big four consulting firm used NLP to monitor news for audits with Snorkel Flow


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The Future of Data-Centric AI

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