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
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.