Zapier & OpenAI Support Concierge
Connected Zapier, ChatGPT API, Slack, and Zendesk to resolve 45% of incoming customer support tickets instantly
01 // The Problem Context
Customer support agents were overwhelmed by repetitive Tier-1 inquiry tickets, leading to long queue times and agent burnout.
02 // Solutions Architecture
Configured multi-step Zapier workflows intercepting Zendesk tickets, prompting OpenAI for accurate resolution drafts based on company KB documentation, and auto-replying to common questions.
Workflow Execution Pathway
New customer support ticket created in Zendesk
Zapier trigger captures ticket text and category tag
Zapier Code formats text & queries OpenAI GPT assistant
AI response evaluated against confidence score threshold
Instant auto-reply sent or escalated to Slack for agent review
Key Technical Decision
"Implemented Zapier Code steps running custom JavaScript to sanitize user data and format JSON payloads before sending to OpenAI API."
Audited Performance
Automated resolution of 45% Tier-1 tickets, lowering average ticket resolution duration from 6 hours to 15 seconds.
03 // Refactor Assessment
"Add semantic vector search using Pinecone DB to retrieve contextual knowledge base snippets."
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