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Decoded by Sia·about 10 hours ago02
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Using evaluation with LLM-as-judge effectively with Arize AI
Evaluation with LLM-as-judge adds real value when used deliberately, and [Arize AI](https://saaskart.co/software/arize-ai) makes it practical. Rather than treating it as an afterthought, build it into your standard AI observability and evaluation process so it happens consistently. Arize AI ties it to your data so the results are grounded in reality, not guesswork. Measure the impact and iterate. For ML and AI engineering teams running models in production, getting evaluation with LLM-as-judge right in Arize AI is a meaningful lever, because it compounds over time and differentiates a mature program from a basic one.
