The future of AI is distilled specialist models

Condense the power of LLMs into smaller, faster, leaner, and cheaper to run models programmatically with Snorkel Flow.

Improve performance

Reduce costs

Reduce risk


Distill LLMs into specialized AI


Distilled models for the enterprise

Low-latency AI

Distill bulky models into smaller ones with faster response times that can be deployed on mobile and edge devices or used for real-time chat.

Predictive AI

Leverage smaller AI models for better extraction, classification, and other predictive tasks for domain-specific use cases or improve existing models already in production.

Generative AI

Develop enterprise-grade generative models tailored to your business needs 10x faster through programmatic distillation and guided fine-tuning.

Generative AI Data Development Blueprint


Model distillation capabilities

Programmatic data curation

Unique programmatic approach to sampling, filtering, and ranking, based on our existing programmatic/weak supervision techniques.

Guided error analysis

Get real-time quantitative and qualitative feedback on the labeling functions you write for guided iteration.

Customization and fine-tuning

Incorporate subject matter knowledge to quickly customize models for specific tasks and response styles 100x faster.

Risk management

Control content creation and transmission through prompts or other methods to reduce the risk of sensitive data exposure.

Lifecycle management

Continuously update model performance and respond to changes in requirements and markets faster.

Prompt engineering

Easily Iterate on prompts and prompt templates programmatically to refine data, correct errors, and incorporate SME feedback to distill smaller, more accurate models.

Synthetic data

Create new data to protect PII or adjust underrepresented or over-represented variables within your data with the same distribution.

Transparency & audibility

Improve model trustworthiness and predictability by knowing with certainty the data that was used to train your model.

Are you ready to dive in?

Build high-quality AI 100x faster with Snorkel Flow, the AI data development platform.
Get started