We analyzed 10,000 voice AI calls. The LLM was rarely the problem.
Dev.to AI
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Generative AI
AI Business
We built Dograh OSS, an open-source voice AI platform. When we started, we assumed most failures would come from the LLM - bad answers, missed intent, prompt edge cases. So we spent a lot of early effort there. Then we looked at the data. We ran automated QA where an LLM reviews every turn in every call and