Auto-reply to customer emails using AI and your FAQ knowledge base

Reads incoming emails, filters out spam, and sends an AI-written reply pulled from your own FAQ content.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig(["hourly inbox check"]):::trigtime s0["check inbox for new emails"]:::svc s1["classify email as spam"]:::task trig --> s0 s0 --> s1 gx{"× is email spam"}:::gate s1 --> gx p00["discard email"]:::task gx -->|"spam"| p00 p10["match against faq content"]:::task gx -->|"genuine email"| p10 p11["draft ai reply"]:::task p10 --> p11 p00 --> out p11 --> out out[/"ai reply sent to genuine emails"/]:::out pay{{"saves time on repetitive questions"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGEmail Automation
Connects
GmailOpenAIPinecone

The problem it solves

You get a steady stream of emails asking questions you've already answered a hundred times, mixed in with spam you have to filter out yourself. Replying to each one personally eats into your day.

Who it fits

Small businesses and support teams that get repetitive customer questions by email.

How it works

  1. The system checks your inbox every hour for new emails
  2. AI checks whether each email is spam and discards it if so
  3. Genuine emails are matched against your FAQ knowledge base
  4. AI drafts a reply using your FAQ content
  5. The reply is sent back to the customer automatically
What you get

FAQ questions answered without you touching them

Customers asking common questions get an instant reply pulled straight from your own FAQ content.

What you get

An AI-written email reply sent automatically to genuine customer questions.

What you need

A Gmail account, an OpenAI account, and a Pinecone account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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