These systems turn unstructured speech and text into structured data by pinpointing intent, sentiment, and key topics within your interactions. They enable you to automate responses, analyze customer feedback at scale, and filter meaningful insights from noisy dialogue. When selecting a tool, prioritize the speed of processing, the depth of industry-specific vocabulary integration, and how easily the output integrates with your existing data pipelines.

Velma: Beyond transcripts, into true understanding.