---
title: Choosing your first private AI use case | Quiet Giant
description: "Choose a task that occurs often enough to measure, uses information you are entitled to provide and has a person who can judge the result. Start with the work: who asks the question, where they look today and what makes an answer useful."
---

[Skip to content](http://www.quiet-giant.com.au/guides/choosing-your-first-ai-use-case#main)

[![Quiet Giant](https://www.quiet-giant.com.au/hs-fs/hubfs/raw_assets/public/quiet-giant/assets/quiet-giant-logo.png?width=1774&height=887&name=quiet-giant-logo.png)](http://www.quiet-giant.com.au/?hsLang=en-au)

[How it works](http://www.quiet-giant.com.au/how-it-works?hsLang=en-au)[On premises](http://www.quiet-giant.com.au/on-premises-ai?hsLang=en-au)[Pricing](http://www.quiet-giant.com.au/pricing?hsLang=en-au)[Guides](http://www.quiet-giant.com.au/guides?hsLang=en-au)

[Find your first use case](http://www.quiet-giant.com.au/contact?hsLang=en-au)Menu

[How it works](http://www.quiet-giant.com.au/how-it-works?hsLang=en-au)[On premises](http://www.quiet-giant.com.au/on-premises-ai?hsLang=en-au)[Pricing](http://www.quiet-giant.com.au/pricing?hsLang=en-au)[Guides](http://www.quiet-giant.com.au/guides?hsLang=en-au)[Contact](http://www.quiet-giant.com.au/contact?hsLang=en-au)

[Home](http://www.quiet-giant.com.au/?hsLang=en-au)

Choosing your first private AI use case

# Choosing your first private AI use case

Choose a task that occurs often enough to measure, uses information you are entitled to provide and has a person who can judge the result. Start with the work: who asks the question, where they look today and what makes an answer useful.

Collect representative examples before configuration. Include difficult questions and situations where the correct response is to ask for help. Agree the evaluation criteria before seeing the results. A successful first use case should improve the whole task after checking and correction, rather than merely produce a quick draft.

A useful first step

## What does your team keep searching for?

Bring one recurring question. We will work through what a useful test would involve.

[Find your first use case](http://www.quiet-giant.com.au/contact?hsLang=en-au)

![Quiet Giant](https://www.quiet-giant.com.au/hs-fs/hubfs/raw_assets/public/quiet-giant/assets/quiet-giant-logo.png?width=1774&height=887&name=quiet-giant-logo.png)

## Big capability. Under your control.

Private AI built around your business knowledge.

[Ian Hammond · ian@otot.io](mailto:ian@otot.io)

### Explore

[How it works](http://www.quiet-giant.com.au/how-it-works?hsLang=en-au)[On premises](http://www.quiet-giant.com.au/on-premises-ai?hsLang=en-au)[Pricing](http://www.quiet-giant.com.au/pricing?hsLang=en-au)[Guides](http://www.quiet-giant.com.au/guides?hsLang=en-au)[Private cloud](http://www.quiet-giant.com.au/private-cloud-ai?hsLang=en-au)[Knowledge assistant](http://www.quiet-giant.com.au/knowledge-assistant?hsLang=en-au)[Data & deployment](http://www.quiet-giant.com.au/data-and-deployment?hsLang=en-au)[Claude alternatives](http://www.quiet-giant.com.au/claude-alternatives?hsLang=en-au)[Get off tokens](http://www.quiet-giant.com.au/reduce-ai-token-costs?hsLang=en-au)[Secure the future](http://www.quiet-giant.com.au/future-proof-business-ai?hsLang=en-au)

### Your team

[Engineering](http://www.quiet-giant.com.au/engineering-teams?hsLang=en-au)[Professional services](http://www.quiet-giant.com.au/professional-services?hsLang=en-au)[Associations](http://www.quiet-giant.com.au/associations?hsLang=en-au)[About](http://www.quiet-giant.com.au/about?hsLang=en-au)[Contact](http://www.quiet-giant.com.au/contact?hsLang=en-au)

© 2026 Quiet Giant[Website privacy](http://www.quiet-giant.com.au/privacy?hsLang=en-au)[Website terms](http://www.quiet-giant.com.au/terms?hsLang=en-au)

```json
{
  "@context" : "https://schema.org",
  "@type" : "WebPage",
  "name" : "Choosing your first private AI use case | Quiet Giant",
  "url" : "http://www.quiet-giant.com.au/guides/choosing-your-first-ai-use-case"
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "BreadcrumbList",
  "itemListElement" : [ {
    "@type" : "ListItem",
    "item" : "https://www.quiet-giant.com.au/",
    "name" : "Home",
    "position" : 1
  }, {
    "@type" : "ListItem",
    "item" : "https://www.quiet-giant.com.au/guides/choosing-your-first-ai-use-case",
    "name" : "Choosing your first private AI use case",
    "position" : 2
  } ]
}
```