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
Back to feedPost
🛑 Don't send sales emails to angry customers.
Traditional cart recovery bots are blind. They spam everyone, even customers who are currently complaining to your support team.
I built a Context-Aware Recovery Agent that thinks before it acts:
😡 Sentiment Router: Is the customer angry? -> Alert Support Team (Don't Sell). 💰 Margin Guard: Is the product low margin? -> Send Reminder (No Discount). ✅ Happy & High Margin? -> Send Personalized Offer.
Protect your brand and your profits. Tech Stack: #n8n #OpenAI #CX #Automation
See the logic 👇
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
First impressions make a difference. I attempted to generate two animations on Higgsfield vibecoding animation feature, the first two attempts failed and yet the credits for them were still taken from my balance. Reached out to support and their policy is essentially "if our system doesnt work, just email us every single time credits are taken from you when they weren't supposed to be and we'll look into it"
Holy moly. As a civilization we're advancing technologically in all things except customer service. Customer service instead seems to be regressing at the same speed that Ai companies are innovating. I don't usually regret purchases but so far I think I'd advise people to hold off before making any sort of annual plan commitment to anyone Ai company that has a credits based business model.
Introducing:
UnBeatable: An AI-Powered Drum Machine with Real-Time Synthesis & Audio Export
UnBeatable is a fully functional drum machine prototype built with Figma Make that synthesizes sound in real time
It integrates Claude AI for beat generation, and enable you to export your beats as audio 🔊
This project allowed me to explore how Figma Make can really go from design surface to programmable creation tool
- Available to Remix at Figma Community
- Submission URL
Social link in the comments below
🥁
Imagine calling customer support and instead of explaining your problem three times, you just show it.
It’s like Minority Report, but instead of chasing criminals, you’re resolving checkout errors, tracking deliveries, or fixing login issues — in real time.
It’s built to feel like real support, not a chatbot.
Video is long because it shows real multimodal interaction — live voice, screen understanding, image generation, and dashboard analytics. Still tuning latency, polishing UI, and optimizing Live sessions before deadline.
https://opal-nacre-53761144.figma.site
Features: realtime audio/video, screenshot + screen-share support, grounded-only responses (no hallucinations), tool calling with PIN verification, Fix Cards with generated images, PSTN phone support, unified dashboard with transcripts, recording
#figmamakeathon
Showing the problem visually in real-time instead of just describing it. That's the kind of product thinking that saves hours of back-and-forth. Really nice concept!
Trending
maxearnings
The next frontier of payments is live on Contra. How are you maximizing revenue?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
aidesignflow
AI tools are redefining how designer work. What does your workflow look like?
micrographics
Micrographics started as utility - barcodes, packaging, instruction labels. How would you use them?
aivideo
AI video tools are moving at warp speed. What tools are you using?