WhatsApp AI ChatbotDevelopment
Meet customers where they already talk: a WhatsApp assistant that replies in their language, respects Meta's rules and passes complex chats to your team.
WhatsApp AI Chatbot Development: what the work involves
For many Pakistani and Australian small businesses, WhatsApp is the real front desk. Orders, price questions, photos of damaged goods and appointment requests all arrive on one phone, often shared between three staff members, and messages get lost between personal chats and customers. Nobody can see response times, and the owner becomes the bottleneck at midnight.
We move the number onto the official WhatsApp Business Platform through a provider such as Twilio or a Meta Cloud API setup. Incoming messages hit a webhook, a Node.js or FastAPI service identifies the intent, and a language model drafts the reply using your catalogue and policies. Anything outside the conversation window goes out as a pre-approved template. Structured steps such as order capture use buttons and lists, while free text goes to the model. Staff can join any thread from a shared inbox, and the bot steps back immediately.
Core features
Official API, not a workaround
We connect through the WhatsApp Business Platform so your number is not at risk of bans that come with unofficial scraping tools.
Template message management
Notifications, reminders and re-engagement messages are drafted as templates, submitted for approval and sent only to users who opted in.
Urdu, Roman Urdu and English
Intent detection copes with mixed-script messages like a customer writing in Roman Urdu with English product names.
Catalogue and order capture
Customers browse items through lists and buttons, confirm quantities and address, and the order lands in your sheet, Shopify store or back office.
Voice note and image handling
Whisper transcribes voice notes and a vision model reads photos such as receipts or product pictures, with staff review when the content is unclear.
Shared team inbox
Agents see every thread, take over with one click, tag conversations and return them to the bot once the issue is resolved.
What we get right before launch
Platform policy and the 24-hour window
Meta limits business-initiated messages to approved templates outside the service window, and it restricts certain categories. We design flows around those rules and keep opt-in records so your number stays in good standing.
Mixed-language accuracy
Roman Urdu has no standard spelling, so a generic model sometimes misreads intent. We gather real messages from your inbox, build a test set from them, and tune prompts and examples against it before going live.
Customer data on a third-party platform
Message content passes through Meta, your provider and a model vendor. We map that chain, minimise what is sent to the model, redact card and ID numbers, and document it for your privacy notice.
Tools and technology
- WhatsApp Business API
- Twilio
- Node.js
- FastAPI
- OpenAI
- Whisper
- PostgreSQL
- n8n
Common questions, answered
Can I keep using my existing WhatsApp number?
Usually yes, but a number registered on the API cannot be used in the regular app at the same time. We plan the migration, including moving chat history expectations, so you do not lose access to customers.
Do I need Meta approval?
You need a verified business account and approved message templates for outbound notifications. We prepare the documents and templates and handle submission, though Meta makes the final decision and review times vary.
Will customers know they are talking to a bot?
We recommend saying so in the greeting and always offering a human option. It builds trust, matches good practice, and avoids frustration when a request falls outside what the bot can do.
What does it cost to run?
Costs come from Meta's per-conversation charges, your messaging provider, model usage and hosting. Which message categories you send and how many conversations you have drive the total. We estimate this against your volume before building.
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Ready to start your WhatsApp AI Chatbot Development project?
Tell us what you need and we will come back with a clear scope, timeline and the questions worth answering before any build starts.