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Snorkel Enterprise AI Platform
GenAI evaluation
Accelerate and scale GenAI evaluations which align with domain, business, and use case requirements by creating specialized evaluators, analyzing fine-grained metrics, and incorporating SME-in-the-loop workflows—and unblock AI teams with actionable, trustworthy insights.
Enterprise GenAI requires specialized evaluation
When it comes to enterprise AI assistants and copilots, only the business can define what "good" looks like. It's critical for enterprise GenAI systems to generate responses which are not just technically complete and correct, but meet specific domain, business, and use case requirements. And the only way to ensure they are, or identify where they're not, is via specialized GenAI evaluations.
GenAI evaluation with the Snorkel Enterprise AI Platform
Scale SME acceptance criteria with specialized evaluators
Unblock AI teams waiting weeks to months on manual evaluations by creating specialized evaluators that apply subject matter expert (SME) acceptance criteria programmatically for increased speed, scale, and repeatability.
Derive actionable insights from fine-grained metrics and slices
Categorize evaluation inputs based on business context or function via data slicing, and take advantage of fine-grained metrics to determine precisely where and why failures occur—and their associated risk severity.
Ensure trustworthy results with SME-in-the-loop workflows
Develop and validate specialized evaluators with workflows that make it easy for SMEs to provide ground truth and feedback, and monitor SME-evaluator alignment metrics to ensure their judgement is reflected correctly.
Dive deeper into GenAI evaluation with these resources
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