Automate customer support replies using your knowledge base

An AI agent reads your support knowledge base and answers customer questions automatically, day or night.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"customer sends support message"]:::trig s0[("Read knowledge base")]:::store s1["Determine correct answer"]:::task s2["Check against guardrails"]:::task s3["Send answer to customer"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"instant accurate support reply sent"/]:::out pay{{"faster responses without more staff"}}:::pay s3 --> out 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 serviceA record or sheetResultPayoff

Build size

Advanced

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

Business functions

AI Agents & Autonomous SystemsCustomer Support & Ticketing

Connects

Google GeminiMongoDB

The problem it solves

Every day, customer questions pile up in your inbox or chat, and you or your team have to stop what you're doing to answer the same things over and over. Simple questions eat up time that should go toward growing the business, and customers wait longer for answers than they should.

Who it fits

A business with an in-house support team that gets repetitive customer questions and wants faster response times.

How it works

A customer sends a message through your support channel
The AI reads your existing help documents and product information
It works out the right answer to the question
It checks itself against guardrails before responding
The customer receives an accurate, on-brand answer right away

Quick estimate

What it is worth to you

Your numbers, your hourly cost. We add nothing hidden.

Repetitive support questions answered per week

per week

Minutes to answer one by hand

minutes

Loaded hourly cost

$ per hour

0Hours freed per month

0Value per year at your hourly cost

Assumes only the repetitive questions you already answer from documentation are covered, and freed time goes to other work.

What you get

An instant, accurate reply to a customer's support question, pulled from your own documentation.

What you need

A Google Gemini API account and a database (MongoDB) to store the knowledge base and conversation history.

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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