Snorkel AI Data Development Platform

Snorkel Evaluate

Snorkel Evaluate is the first AI evaluation platform focused on specialized data development for enterprises who need more than vibe checks and out-of-the-box metrics driven by generic LLM prompts.

Evaluating agents requires specialized evaluation

Agentic AI systems have the potential to perform complex, high-impact tasks through reasoning, tool use, and autonomous decision making. However, they require evaluation and tuning on specialized, expert data first. As a result, enterprises need a scalable method of creating evaluation datasets, developing specialized evaluators, measuring subtask performance and surfacing actionable insights.

Specialized AI evaluation with expert data

Image

Benchmark evaluation datasets

Curate representative benchmark evaluation datasets to see if AI systems behave as expected when performing complex, real-world tasks.

Image

Specialized evaluators

Develop specialized evaluators that grade the accuracy of AI system’s output and actions, and which align with unique enterprise objectives and standards.

Image

Fine-grained, actionable insights

Measure the performance of meaningful subtasks with fine-grained data slices, and benefit from actionable insights that identify where improvements are needed.

Case studies

CASE STUDY

F500 telecom uses Snorkel to improve virtual assistant CX

Our client, one of the largest telecommunications companies in the U.S., engages with millions of customers annually through its digital support agent.

CASE STUDY

Rox achieved 99% accuracy with Snorkel Evaluate

Achieved 99%+ accuracy with specialized evaluators enabling sufficient trust to ship a critical email outbound feature.

Image

Ready to accelerate AI development?

Deploy production AI and ML applications 10-100x faster with Snorkel Flow, the AI data development platform.
Request a demo