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Built an AI-powered ecommerce support and order automation system using n8n, OpenAI, Shopify, PostgreSQL, and WhatsApp.
The system can answer customer questions, check order details, handle cancellation requests, use persistent memory, and escalate risky actions for human approval.
Key features:
AI customer support
Shopify order management
WhatsApp automation
PostgreSQL conversation memory
Human-in-the-loop approvals
Guardrails for high-value actions
FAQ and policy automation
Modular n8n architecture Designed to reduce repetitive support work while keeping important actions secure and controlled.
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
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We’re building something new for creators who make serious digital products—playbooks, software, 3D assets, and high-value tools.
Introducing Strum ⚡️
Most marketplaces take huge cuts or flood buyers with low-quality clutter. We’re building a curated, performance-based launchpad designed to put real revenue back into creators' pockets.
• 80% creator revenue split
• Dedicated launch marketing & ad strategy
• Curated catalog of high-impact digital products
We’re currently hand-selecting our 10 Founding Creators for the official launch.
If you build high-converting digital assets or software tools, DM me or comment below.
Big things dropping soon—stay tuned. 👀🚀
Built a WhatsApp-based order cancellation system with human approval for high-value orders.
When a customer requests cancellation, the workflow checks the order value, creates an approval request, and notifies staff on WhatsApp. The customer is informed that the request is pending until staff approves or rejects it.
Key features:
Automated cancellation requests
Human-in-the-loop approval
Order value guardrails
Staff notifications on WhatsApp
Customer status updates
Approval ID tracking
n8n workflow automation
Bloom Drop — flower delivery Shopify store
I have built a website for a Sydney-based flower delivery company. It is a great example of a Shopify store with high-performance selling features.
Among the main custom developments, it includes:
- Customised product flow
- Upsell/buyer’s guide “Build your own drop” (flowers + cake, candles, vases, gifts)
- Multi-variant collection (occasions, bundles, everyday flowers)
- Checkout logic for next-day delivery (with custom timing)
- Subscriptions and loyalty program
- Sidecart Cross selling
- High-level performance for seasonal spikes
- Fully customised product
- Personalisation of orders by custom gift card with message
