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Introducing New Relic AI monitoring, the industry’s first APM for AI

Blog post from New Relic

Post Details
Company
Date Published
Author
Lavanya Chockalingam, Principal Product Marketing Manager
Word Count
2,236
Language
English
Hacker News Points
-
Summary

AI-powered applications present unique challenges compared to traditional apps due to their need for a specialized technology stack that includes components like large language models and vector data stores. These applications produce additional telemetry data, such as quality and cost metrics, necessitating robust monitoring to ensure safety, security, and reliability. With the Biden administration's 2023 executive order emphasizing ethical AI development, New Relic has introduced the industry's first AI monitoring solution, offering engineers unprecedented visibility across the AI stack. This monitoring solution is crucial for maintaining quality, performance, cost management, and security, addressing issues like data bias, model drift, and adversarial attacks. New Relic AI monitoring provides a comprehensive view of the AI stack, allowing engineers to debug, optimize, and ensure compliance with emerging standards. It offers more than 50 integrations with popular AI tools, enabling seamless monitoring and enhancing the observability of AI applications to build trust and stay ahead of regulatory requirements.