Workflow automation

AI customer-support email agent

A retrieval-augmented agent that turns a support inbox into reviewed, ready-to-send draft replies

Problem

A high volume of repetitive support questions (enrollment, schedules, policies) was eating hours every week, and answer quality drifted depending on who replied. The goal was to handle the repetitive 80% instantly and on-brand — without ever auto-sending a machine-written email to a customer.

Solution

A retrieval-augmented agent reads support emails, pulls the customer record and the right FAQ answers, and drafts an on-brand reply for one-click review — response times drop from days to minutes.

Result

~6 hrs

of support time saved per week

Technologies used

n8nPineconeCohere EmbeddingsGoogle GeminiGmailGoogle Sheets

How we solved it

A walk through the approach — the pieces involved, how they fit together, and where a person stays in the loop. As a PDF in your inbox.

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