Practical guide · Orange Ink

How to organise approved AI prompts in a practice

A shared prompt library should make safe behaviour easier and stale instructions visible.

  1. 01

    Group prompts by task

    Use narrow administrative jobs rather than broad professional roles.

  2. 02

    Add control notes

    State approved tools, prohibited inputs, output limits and review checklist.

  3. 03

    Maintain the library

    Assign an owner, examples, version and review date.

Go further with the pack

AI Practice Admin Starter Kit

Use the free checklist for safe first steps, then install the workflow with the paid Accountancy AI Starter Kit.

Get the free checklist PDF

Free pack starter

Free download

Free: AI Practice Admin Quick Start

An 8-page guide to Redact → Brief → Draft → Review for safer client communications and repeatable practice admin.

More context

Orange Ink is an AI-fluent agency helping professional firms design practical AI workflows with confidentiality, guardrails and human review.

How to Organise Approved AI Prompts for Accountants