CRM & Data

Raw transcripts don't belong in CRMs. They're too long, too unstructured, and too noisy to be useful as records. What does belong there are structured signals - scores, risk flags, action items, competitive mentions, and metadata fields that map cleanly to your existing data model. The same logic applies to data warehouses and databases: structured signals are queryable, joinable, and reportable. The guides below cover how to push conversation intelligence into the systems where your team already works.