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MongoDB and Patronus AI Partner to Boost Enterprise Confidence in Generative AI

MMS Founder

Posted on mongodb google news. Visit mongodb google news

NEW YORK, Jan. 11, 2024 — Patronus AI has announced it is partnering with MongoDB to bring automated LLM evaluation and testing to enterprise customers. The joint offering will combine Patronus AI’s capabilities with MongoDB’s Atlas Vector Search product.

Today, enterprises are using retrieval-augmented generation (RAG) systems to power key workflows using their internal knowledge base. However, these systems are prone to failure. In past research, Patronus AI found that State-Of-The-Art retrieval systems can frequently hallucinate in real world use cases like financial services. Prior research has also shown that LLMs can struggle with reasoning and numerical calculations.

“Enterprises are excited about the potential of generative AI, but they are concerned about hallucinations and other unexpected LLM behavior,” said Anand Kannappan, CEO and co-founder, Patronus AI. “We are confident our partnership with MongoDB will accelerate enterprise AI adoption.”

The partnership between Patronus AI and MongoDB brings to market a retrieval system solution that enables reliable document-based LLM workflows. Customers can develop these systems with MongoDB Atlas, and evaluate, test, and monitor them with Patronus AI to increase their accuracy and reliability.

“We recommend developers test iteratively as they experiment with retrieval system design choices,” said Rebecca Qian, CTO and co-founder, Patronus AI. “Patronus AI offers a powerful solution here that is simple to get started with.”

Patronus AI is part of the MongoDB Partner ecosystem.

About Patronus AI

Patronus AI is the first automated evaluation and security platform that helps companies use large language models (LLMs) confidently. The company was founded by machine learning experts Anand Kannappan and Rebecca Qian, formerly of Meta AI and Meta Reality Labs. For more information, please visit

About MongoDB

Headquartered in New York, MongoDB’s mission is to empower innovators to create, transform, and disrupt industries by unleashing the power of software and data. Built by developers, for developers, MongoDB’s developer data platform is a database with an integrated set of related services that allow development teams to address the growing requirements for today’s wide variety of modern applications, all in a unified and consistent user experience. MongoDB has tens of thousands of customers in over 100 countries. The MongoDB database platform has been downloaded hundreds of millions of times since 2007, and there have been millions of builders trained through MongoDB University courses. To learn more, visit

Source: Patronus AI

Article originally posted on mongodb google news. Visit mongodb google news

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