Snorkel AI

Accelerate enterprise AI with scalable, programmatic data labeling pipelines

Venture Funded$93MSeries BGreylock PartnersAmplify PartnersGV

data labelingmachine learningdata opsautomation

About

Snorkel AI enables enterprises to rapidly build and manage high-quality training data through programmatic labeling, reducing manual effort and improving model accuracy at scale. Its platform supports compliance with data privacy standards and integrates seamlessly into existing ML workflows for robust, enterprise-grade AI deployments.

This description came from a bulk import and has not yet been checked against the vendor's own page. Treat it as unverified.

Enterprise Readiness

from cataloged data

Not scored. Nobody has checked this entry against Snorkel AI’s own site yet, so the signals below are unverified and we will not turn them into a rating. The breakdown shows what our record holds.

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, On-Premise, Hybrid

Integration DepthStrong

8 documented integrations

Proven AdoptionPartial

6 documented use cases

Company MaturityStrong

Founded 2019 · Series B

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 49d ago

GitHub API2026-05-27

snorkel-ai

SDK / client libraries· 13★· active 5mo ago

Python · HTML · Dockerfile · JavaScript

cooling · +1★ (+8.3%) 30d

OSV vulnerability feed2026-08-24

No known advisories

Enterprise Use Cases

Automated data labeling

Training data generation

Model accuracy improvement

Data-centric AI workflows

Compliance-driven data management

Scalable ML pipeline orchestration

Integrations

AWSAzureGoogle CloudDatabricksSnowflakeKubernetesMLflowTensorFlow

How Snorkel AI compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
Snorkel AI	Not scored	Enterprise	Cloud, On-Premise, Hybrid	—	8
Airbyte	Not scored	Freemium	Cloud, On-Premise, Hybrid, Self-Hosted	—	8
Astronomer Astro	70 · Strong	Enterprise	Cloud, On-Premise, Hybrid, Self-Hosted	—	8
Elastic AI	70 · Strong	Enterprise	Cloud, On-Premise, Hybrid, Self-Hosted	—	8

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Snorkel AI used for?

Snorkel AI is accelerate enterprise AI with scalable, programmatic data labeling pipelines. It is commonly used for automated data labeling, training data generation, model accuracy improvement, and data-centric ai workflows.

Is Snorkel AI free, and how is it priced?

Snorkel AI uses enterprise pricing, typically a custom quote based on seats, usage, and requirements. Contact the vendor for a quote.

How can Snorkel AI be deployed?

Snorkel AI supports Cloud, On-Premise, and Hybrid deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

What does Snorkel AI integrate with?

Snorkel AI documents 8 integrations, including AWS, Azure, Google Cloud, Databricks, Snowflake, and Kubernetes.

When was Snorkel AI founded?

Snorkel AI was founded in 2019 and has raised $93M in funding.

Is Snorkel AI enterprise-ready?

Based on cataloged data, Snorkel AI has an Enterprise Readiness score of 65/100 (Strong tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingEnterprise

DeploymentCloud, On-Premise, Hybrid

Founded2019

Funding$93M

CategoryData & MLOps

Procurement

Evaluating vendors like this one?

The Enterprise AI RFI/RFP asks the security, governance, and lock-in questions sales decks skip.

See the template — RFI $299 / RFP $699 →

Is this your product?

Claiming is free and lets you correct your listing's data. Upgrade to Enhanced ($199/yr) for a vendor-maintained mark, a richer profile, and lead routing.