# Snorkel AI
> Snorkel AI is an enterprise technology company that provides a data-centric platform for building and iterating on AI models. Its flagship product, Snorkel Flow, enables users to label data, train models, and perform error analysis through programmatic methods rather than manual human intervention.
- URL: https://optimly.ai/brand/snorkel-ai
- Slug: snorkel-ai
- BAI Score: 76/100
- Archetype: Challenger
- Category: Artificial Intelligence
- Last Analyzed: April 11, 2026
## Competitors
- Amazon Sagemaker Ground Truth (https://optimly.ai/brand/amazon-sagemaker-ground-truth)
- Labelbox (https://optimly.ai/brand/labelbox)
- Scale AI (https://optimly.ai/brand/scale-ai)
## Also Referenced By
- Scale Ai Remotasks Labelbox (https://optimly.ai/brand/scale-ai-remotasks-labelbox)
- Appen Ltd (https://optimly.ai/brand/appen-ltd)
## Buyer Intent Signals
Problems: Manual Data Labeling: Data scientists manually labeling datasets in spreadsheets or custom UI. | Labeling BPOs/Agencies: Hiring third-party workforces (e.g., Appen, Scale AI) to label data point-by-point.
Solutions: programmatic data labeling platform | weak supervision in machine learning | data-centric AI platform | enterprise LLM development tools | best tools for RLHF data prep | Open Source Snorkel Project: Using open-source Snorkel (the research project) to build custom labeling logic without the enterprise platform features.
Comparisons: Snorkel Flow vs Scale AI