AI Automation

AI-Driven Customer Support Automation

AI-drafted, on-brand replies to every support email grounded in order history and Shopify context.

AI-Driven Customer Support Automation case study
Driftwood Home Goods · AI Automation
Driftwood Home Goods logo
Client

Driftwood Home Goods

Product Overview

Handling high volumes of support emails can strain teams and slow response times. We built a fully automated workflow that reads incoming Gmail messages, extracts order and product information, fetches context from Shopify, and leverages AI (Gemini) with a Pinecone vector store to craft accurate, on-brand replies.

Each response is sent back to the customer and the email is labeled in Gmail (e.g., Cancel/Refund, Shipping/Product, Happy Customers) for streamlined tracking.

Tech stack
  • Gmail
  • Shopify
  • Gemini
  • Pinecone

What we delivered

  • Automatically labels each handled email in Gmail (Cancel/Refund, Shipping/Product, Happy Customers) for streamlined tracking.

  • Removes the manual step of cross-referencing Shopify before replying to a customer.

  • Keeps replies on-brand by grounding generation in the store's own product/order data via Pinecone retrieval.

Client Success Stories

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Solutions

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Solutions

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