Auto-reply to customer emails using your own knowledge base

AI answers routine customer emails from your knowledge base and forwards anything uncertain to a person.

How the work actually flows

It branches. Exactly one path is taken; a person is alerted when a step fails.

Pattern: Exclusive Choice (4)

flowchart TD trig>"customer email received"]:::trig s0["Clean message and filter spam"]:::task s1[("Look up conversation history")]:::store s2["Search knowledge base for answer"]:::svc trig --> s0 s0 --> s1 s1 --> s2 gx{"× good answer found"}:::gate s2 --> gx p00["Send automatic reply"]:::task gx -->|"answer found"| p00 p10["Forward to a person"]:::task gx -->|"no match found"| p10 p00 --> out p10 --> out out[/"customer email answered"/]:::out pay{{"saves time without risking bad replies"}}:::pay out --> pay esc(("Alerts a person")):::human s1 -. "if it fails" .-> esc esc -.-> out 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 serviceA personA record or sheetOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGEmail AutomationSpreadsheet & Database Ops
Connects
OutlookOpenAISupabase
Featured in

The problem it solves

The same handful of questions land in your inbox over and over, and answering them eats time you could spend on work only you can do. But you also can't risk an automatic reply giving a customer the wrong information.

Who it fits

A business that gets frequent, repetitive product or service questions by email and wants to automate the easy ones safely.

How it works

  1. Checks your inbox for new incoming emails
  2. Cleans up the message and filters out spam
  3. Looks up your past conversation history with that sender
  4. Searches your knowledge base for a matching answer using AI
  5. Sends the reply automatically, or forwards it to a person if no good answer is found
What you get

Routine questions answered without touching your inbox

Customers with common questions get an accurate answer pulled from your own knowledge base, day or night, without waiting on you.

What you get

Either an accurate automatic reply sent on your behalf, or a flagged email waiting for a human to answer.

What you need

An Outlook or email account, an OpenAI API key, and a Supabase 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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