All work
AI · Chatbot

AI WhatsApp Assistant

An LLM-powered WhatsApp assistant that holds natural, context-aware conversations and replies in real time, handling FAQs, lead qualification, and bookings 24/7 with no live agent.

agent · live
Stackwrights Agent online
Can you sync new orders to our CRM and flag the big ones?
tool: orders.fetch() · crm.upsert()
Done. 38 orders synced, 2 over $5k flagged for review.

The challenge

Businesses lose leads and burn staff time answering the same WhatsApp messages around the clock. They needed real, context-aware replies, not a rigid keyword bot, available 24/7.

Our approach

  1. 1

    Wired an LLM into WhatsApp

    Connected an LLM (Claude/OpenAI) to the WhatsApp flow via Twilio, handling message parsing and routing in real time.

  2. 2

    Held real conversation context

    Tracked conversation state so replies stay coherent across a back-and-forth, not one-off answers.

  3. 3

    Automated FAQs, qualifying, and bookings

    The assistant answers common questions, qualifies leads, and handles bookings without a human in the loop.

The outcome

Customers get natural, instant replies on WhatsApp 24/7, and the business answers FAQs, qualifies leads, and books appointments without a live agent. Deployed live; demo on request.

Have a project like this in mind?

Tell us what you're trying to build. We'll scope it with you in a 30-minute call.