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The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
AI WhatsApp Support Assistant (n8n Automation Demo)
Problem: Small businesses lose customers when WhatsApp messages sit unanswered, leads get buried in chats, and complaints are noticed too late.
What I built: An AI assistant that reads every incoming WhatsApp message and prepares a reply, while the owner stays in control.
Writes a reply draft from the business’s own info sheet. Nothing is sent until the owner approves it by email.
Captures real leads (name, interest, budget) into a Google Sheet.
Saves orders and appointment requests with a draft confirmation.
Alerts the owner on Discord for complaints and “talk to a human” requests.
Transcribes voice notes and handles them like text messages.
Alerts the owner to reply manually when someone sends an image or sticker.
Posts a daily 9 PM summary of the day’s conversations to Discord.
Role: Nisbah Iqbal, AI Automation Builder
Good work .
AI Voice Generator App
You can follow the voice with your eyes.
Designed by the Hue & Machine team.
Fable 5.2 just made AI agents ~20% cheaper to run, but it also broke harnesses that rewrite chat history.
That's the real lesson for anyone hiring someone to build AI chatbots or automations: the model is the easy part. Reliability is the work.
My checklist before any agent goes live:
✅ Model ID in config, not hardcoded
✅ Pinned tool/MCP versions
✅ Full action logs + human handoff
✅ Fallback reply when the model or API fails
Need an AI chatbot or automation for your business? Message me and let's talk about your workflow.
