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Explore our complete library of resources including blogs, benchmarks, research papers and more.
Image for Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark
Blog

Evaluating Coding Agent Capabilities with Terminal-Bench: Snorkel’s Role in Building the Next Generation Benchmark

Announcing a $3M commitment to launch Open Benchmarks Grants
September 30, 2025
Image for Closing the Evaluation Gap in Agentic AI
Blog

Closing the Evaluation Gap in Agentic AI

Announcing a $3M commitment to launch Open Benchmarks Grants

February 11, 2026
Image for Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory
Blog

Benchtalks #1: Alex Shaw (Terminal-Bench, Harbor) – Building the Benchmark Factory

Announcing a $3M commitment to launch Open Benchmarks Grants
March 31, 2026
Image for Building FinQA: An Open RL Environment for Financial Reasoning Agents
Blog

Building FinQA: An Open RL Environment for Financial Reasoning Agents

Announcing a $3M commitment to launch Open Benchmarks Grants
March 30, 2026
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Blog

The science of rubric design

Announcing a $3M commitment to launch Open Benchmarks Grants
September 11, 2025
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Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI
Blog
Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI

Explore how Anthropic Claude + AWS help pharmaceutical companies leverage AI for enhanced data insights and revenue growth.

Jun 04, 2025
Learn more about Anthropic Claude + AWS: revolutionizing pharma data analytics with Snorkel AI
Data-Centric Development of an Enterprise AI Agent with Snorkel
Blog
Data-Centric Development of an Enterprise AI Agent with Snorkel

See how we can use these two new products—Snorkel Evaluate and Expert Data-as-a-Service–to evaluate and develop a specialized agentic AI system for an enterprise use case

May 29, 2025
Learn more about Data-Centric Development of an Enterprise AI Agent with Snorkel
Building the Data Development Platform for Specialized AI
Blog
Building the Data Development Platform for Specialized AI

Announcing two new products on our AI Data Development Platform that together create a complete solution for enterprises to specialize AI systems with expert data at scale.

May 29, 2025
Learn more about Building the Data Development Platform for Specialized AI
Experian improved agent response times under 3 seconds with Snorkel
Case study
Experian improved agent response times under 3 seconds with Snorkel

Challenge Experian’s customer support team used to require agents to manually find and customize templates to respond to common questions. Leadership recognized an opportunity to improve response times and customer experience by using an LLM system to automatically handle a significant portion of support emails—enabling human agents to focus on more complex requests. Solution Experian deployed an Agentic AI solution…

May 29, 2025
Snorkel Team
Learn more about Experian improved agent response times under 3 seconds with Snorkel
How Rox achieved 99% accuracy with Snorkel Evaluate
Case study
How Rox achieved 99% accuracy with Snorkel Evaluate

Enterprises facing aggressive revenue targets without more headcount are turning to agentic AI innovator Rox.  Rox is redefining the revenue stack with it’s AI-powered sales productivity platform, starting with the Rox sales agent swarm which provides agents that can perform at the level of top sales reps. Rox is redefining the revenue stack with our AI-powered sales platform. Off-the-shelf models…

May 29, 2025
Snorkel Team
Learn more about How Rox achieved 99% accuracy with Snorkel Evaluate
How an F500 telecom uses Snorkel AI to measure and improve virtual assistant CX
Case study
How an F500 telecom uses Snorkel AI to measure and improve virtual assistant CX

Our client values customer satisfaction as a core business goal, but their ability to track it with their virtual assistant was limited. The company typically tried to collect experience ratings at the end of interactions. Customers answered these surveys infrequently—and typically when dissatisfied—making the data unreliable in its raw form. Furthermore, manually labeling interactions to analyze satisfaction trends presented slow…

May 16, 2025
Snorkel Team
Learn more about How an F500 telecom uses Snorkel AI to measure and improve virtual assistant CX
Webinar
Evaluating enterprise GenAI apps with Snorkel – fast, actionable, and aligned

In this webinar, learn how leading AI teams use Snorkel GenAI evaluation to accelerate the process by combining programmatic evaluation with SME-in-the-loop workflows, identify where and why failures occur within your business context, and establish reliability and trust through validation.

Mar 31, 2025
Snorkel Team
Learn more about Evaluating enterprise GenAI apps with Snorkel – fast, actionable, and aligned
LLM-as-a-judge for enterprises: evaluate model alignment at scale
Blog
LLM-as-a-judge for enterprises: evaluate model alignment at scale

Discover how enterprises can leverage LLM-as-Judge systems to evaluate generative AI outputs at scale, improve model alignment, reduce costs, and tackle challenges like bias and interpretability.

Mar 26, 2025
Learn more about LLM-as-a-judge for enterprises: evaluate model alignment at scale
Why GenAI evaluation requires SME-in-the-loop for validation and trust
Blog
Why GenAI evaluation requires SME-in-the-loop for validation and trust

It’s critical enterprises can trust and rely on GenAI evaluation results, and for that, SME-in-the-loop workflows are needed. In my first blog post on enterprise GenAI evaluation, I discussed the importance of specialized evaluators as a scalable proxy for SMEs. It simply isn’t practical to task SMEs with performing manual evaluations – it can take weeks if not longer, unnecessarily…

Mar 20, 2025
Learn more about Why GenAI evaluation requires SME-in-the-loop for validation and trust
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