New Relic Launches AI Evaluation for End-to-End AI Observability
New Relic, the intelligent observability platform, today announced a framework for advanced AI evaluation. New Relic AI Evaluation is a new capability within New Relic AI Observability. Unlike point solutions that evaluate isolated single-LLM calls, it delivers transaction-level business impact insights across the full developer-to-production lifecycle, tracking response quality and behavior while providing automated, real-time insights into AI guardrail performance.
Delivering end-to-end trust: Full-stack visibility built for the AI era
As generative AI becomes deeply embedded across enterprise workflows, software is shifting from deterministic code to probabilistic systems that fail in various ways, from subtle hallucinations to unexpected performance shifts when frontier vendors update LLMs. This creates a new observability requirement as traditional application signals no longer tell the whole story. Teams now need to see which model responded, which prompt was used, what tools an agent called, how much the interaction cost, and whether the result was...
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