Workflow Automation
eCommerce
3-week build
Customer support triage + draft-reply for a Shopify retailer.
The support team was drowning in repetitive questions about shipping, sizing and returns. We built an AI layer over their helpdesk that triages inbound, categorises intent, and writes a first-draft reply — grounded in their own policies and product catalog.
Brief
Cut first-response time. Stop copy-pasting the same five answers.
Built
Intent classifier + RAG-based draft-reply engine sitting inside their Zendesk workflow.
Tech
Claude family, embeddings over product catalog + policy docs, Zendesk webhook integration.
"Tickets we used to spend 4 minutes on now take 40 seconds — and the agent already wrote the answer."
— Head of CX, anonymised