TL;DR
- The pipeline: capture from telephony, transcribe with speaker separation, analyze against YOUR criteria, then score, alert and write to the CRM.
- Transcription quality caps everything above it. Weak Hebrew transcription means weak analysis, no matter how smart the AI.
- Good analysis runs on your playbook: your script, stages and objections, not a generic template.
- The final output is an action, not a report: a manager alert, a coaching task, a clean CRM record.
A conversation intelligence system looks like magic: a call goes in, insights come out. In practice it is a four-stage engineering pipeline, and understanding it tells you what separates a real tool from a toy.
Stage 1: capturing the call
It starts with a passive connection to wherever conversations happen: your VOIP switchboard, meeting tools (Zoom, Teams, Meet) or dialer. A good connection pulls recordings automatically, with no rep action and no workflow change.
Stage 2: transcription and speaker separation
The speech engine turns audio into text, and diarization determines who said each sentence: rep or customer. This is the critical stage. Models trained mostly on English reach 70%–85% accuracy on spoken Hebrew, enough to guess the topic, not enough to verify a compliance disclosure. Hebrew-first tools reach over 95%, and that is the difference between analysis and guessing.
Stage 3: the analysis itself
The AI reads the transcript and interrogates it, and the questions are the secret. A generic system asks generic questions. A tailored system asks yours: did the rep cover the script stages? How was the price objection handled? Was a competitor mentioned? Was a binding next step set? It also measures talk-listen ratio, long monologues and questions asked, then produces one consistent, weighted score.
Stage 4: from finding to action
A report nobody opens is worth zero. The last stage turns findings into actions: a real-time alert when a score drops or a compliance rule is broken, a focused coaching task for the rep, and a call summary written automatically into the CRM. A 10-minute call is fully analyzed less than a minute after it ends.
Frequently asked questions
Do we need to replace our phone system?
No. A good system connects to your existing switchboard and CRM and pulls recordings automatically. Saleso connects to Voicecenter and most VOIP systems without replacing anything.
What is speaker diarization?
Determining who said each sentence, rep or customer. Without it you cannot measure talk ratio, script adherence or objection handling.
Does the AI understand our specific script?
In a tailored system, yes. You define your stages, rules and objections, and the analysis runs against them. That is the core difference from generic tools.