Guide · 7 min read

AI conversation intelligence: past the buzzword

Old conversation intelligence was a search index over transcripts. Modern CI is a live coach and a CRM writer.

The generational split

Gen 1 (circa 2022): transcript search, keyword spotting, monthly manager reports.;;Gen 2 (2026): real-time in-call prompts, autonomous MEDDPICC scoring, direct CRM writeback, pre-emptive deal-risk alerts

What to buy

  • 5+ AEs: Gen 2. Below that, a lightweight recorder plus AI summarizer is enough.

How to evaluate

Ignore the demo. Give the vendor your last 20 recordings and ask for the writeback delta they'd produce. That's the test.

See CoLive run this workflow live

Six named AI agents. One revenue engine. Talk to the founders — literally.