Designing Speech Evidence Pipelines with ASR and LLMs

Speech intelligence becomes much more useful when it goes beyond raw transcription. In many real settings, a transcript is only the first step.

Instead of treating the task as transcription plus summarization, I prefer to frame it as evidence-aware conversational analysis.

The most useful speech intelligence systems are not the ones that sound the smartest. They are the ones that preserve evidence, expose uncertainty, and help people review complex conversations.