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Snorkel AI Data Development Platform
Specialized AI evaluation and tuning
Accelerate the delivery of specialized AI systems, models and agents to production by evaluating and tuning them on expert data derived from human domain knowledge and enterprise unstructured data.
AI Data Development Platform
Snorkel AI Data Development platform enables enterprises to develop and operationalize AI systems by transforming proprietary data and domain knowledge into expert evaluation and training data, via a platform deployment or through a white-glove dataset delivery service.
Turn expert knowledge into specialized AI at scale
Snorkel Evaluate
Build fine-grained evaluations for AI models and agentic systems by creating benchmark datasets and custom evaluators with expert HITL feedback.
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Snorkel Develop
Apply evaluation results to improve AI models and agentic systems via prompt engineering, RAG optimization and model fine-tuning or distillation.
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Snorkel Expert
Data-as-a-Service
Accelerate the evaluation and development of frontier AI models with a scalable, white-glove service that provides model development teams with high quality, expert data.
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Snorkel Evaluate
Perform specialized evaluations of AI systems, models and agents with powerful tools for benchmark dataset curation, specialized evaluator development, and human expert annotation and review. Snorkel Evaluate helps AI innovators and Fortune 100 enterprises alike develop specialized, fine-grained and accurate evaluations — and deliver faster.
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Benchmark
datasets
Create custom benchmarks to evaluate AI systems based on what you want them to do, removing the need to "bring your own data".
Specialized evaluators
Develop custom evaluators based on your expectations, and move beyond generic checks with off-the-shelf LLM-as-a-Judge evaluators.
Guided error
analysis
Identify specific scenarios where corrective action needs to be taken with guided error analysis and fine-grained error mode detection.
Ready to accelerate AI development?
Deploy production AI and ML applications 10-100x faster with Snorkel Flow,
the AI data development platform.
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