Sales call summaries and CRM auto-update
A system that transcribes sales calls, writes summaries and next steps, and updates CRM fields so reps stop doing admin after every call.
Problem
01 — OverviewSales reps skipped call notes or wrote them hours later, so the CRM was incomplete and managers couldn't see what was happening in deals.
Turn every recorded call into an accurate summary, next steps and CRM updates that the rep can approve in one click.
Solution
02 — Build- 01
Call recordings are transcribed with speaker labels.
- 02
An LLM produces a summary, objections, next steps and suggested field updates as structured output.
- 03
Suggestions appear in the CRM for the rep to approve or edit, never overwriting data silently.
- 04
A follow-up email draft is prepared from the call for the rep to send.
Architecture
03 — SystemAI workflow
04 — SequenceReceive the recording when the call ends
Transcribe with speaker labels
Extract summary, next steps and field updates
Rep approves or edits in the CRM
Write approved changes and draft the follow-up
Technology & role
05 — DeliveryWorkflow design, AI pipeline, CRM integration and approval UI.
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