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AI-Powered WhatsApp Automation

An LLM-powered WhatsApp outreach & auto-reply system that responds to prospects instantly, 24/7.

Client
FMCG Group
Category
AI & Automation
Year
2026
AI-Powered WhatsApp Automation

Challenge

The sales team faced an ever-growing volume of WhatsApp chats — product questions, follow-ups, and new prospects. Manual responses left prospects waiting outside business hours, while outreach campaigns were sent one by one with no centralized tracking.

Solution

We built a Node.js-based WhatsApp automation system with AI as the conversational layer:

  • Two WhatsApp connection paths — the official WhatsApp Cloud API or an alternative channel, unified behind a single adapter interface for easy switching.
  • LLM-powered auto-reply (Claude) — incoming messages are answered contextually with real-time streamed responses, following the defined business knowledge guidelines.
  • Outreach campaigns — scheduled outreach messages to contact lists with delivery status tracking.
  • Human escalation — the team can take over any conversation whenever needed.

Results

  • Prospects receive an instant first response, including outside business hours.
  • Outreach runs consistently and is fully tracked, no longer dependent on manual sending.
  • All conversations are centralized and auditable by the team.
  • The sales team spends less time on repetitive questions and more on conversion-ready leads.

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