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This document contains ready-to-use no-code templates for all four options you asked for.

includes: — High-level architecture — Step-by-step importable template / nodes/scenario outline — Google

Jatinkumar Parmar · 2026-06-14 02:26 · 0 claps · 1.3 min read paywalled
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Wiki topics: 🏛️ · Architecture

No-Code AI Telecalling Systems Made Easy: Complete Templates With N8N, Make.com, Voiceflow, and Voximplant

This document contains ready-to-use no-code templates for all four options you asked for. Each section

includes: — High-level architecture — Step-by-step importable template / nodes/scenario outline — Google

Sheet CRM template (CSV-like example) — Call script / AI agent logic — Follow-up automation rules -

Dialer / telephony integration settings — Quick troubleshooting & next steps

Common prerequisites (applies to all options)

Google account (for Google Sheets). Create a sheet named Telecalling_Leads with the

columns shown in the CRM template below.

Business phone number account: Twilio or Exotel recommended (both supported). Create API

keys.

Recording/storage: use Google Drive / S3 to store call transcripts and recordings.

Optional: Airtable account if you prefer it instead of Google Sheets.

OpenAI API key (if you want advanced LLM summarization / dynamic scripting).

Google Sheet CRM template (copy into a new sheet)

LeadID,FirstName,LastName,Phone,Email,Company,Source,Status,LastContacted,Notes,AssignedTo,FollowUpDate,L001,Anita,Shah,+12135551234,anita@example.com,Acme

Corp,LinkedIn,Pending,,,unassigned,2025–11–16,

L002,Rahul,Mehta,

+12135559876,rahul@example.com,FinTechX,Website,Pending,,,unassigned,

2025–11–15,

A) N8N — Free, flexible, best automation

Architecture

n8n (self-host or cloud) orchestrates: lead fetch → dial trigger → call status handling → CRM

update → follow-ups

Telephony: Twilio / Exotel webhook

AI: OpenAI (for summary / dynamic questions) or Voiceflow webhook for richer convo

Ready-to-import flow (nodes)

  1. Cron — runs every 2 minutes
  2. Google Sheets (Read Range) — fetch leads where Status = Pending and AssignedTo =

unassigned

  1. Set — pick next lead and mark DialAttempts (local variable)
  2. HTTP Request (Twilio / Exotel API) — initiate outbound call (provide to , from ,

webhook_url )

  1. Twilio: POST https://api.twilio.com/2010-04-01/Accounts/{AccountSid}/
  2. Calls.json with Url pointing to your call handler endpoint
  3. Wait for Webhook — capture call events (answered, completed, recording URL)
  4. Function / OpenAI Node — generate call summary or suggested next-step
  5. Google Sheets (Update Row) — write Status , LastContacted , CallRecordingURL ,

Notes

  1. Decision (IF) — if Status = No Answer → set follow-up; if Interested → set
  2. AssignedTo = SalesRep and notify via Email/Slack
  3. HTTP Request (WhatsApp / SMS) — send follow-up message

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