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DAP / AI setup guides / 01 of 08

ChatGPT setup guide

Set up OpenAI's assistant so it works the way your organization works.

Dartmouth Advisory PartnersChecked 29 October 2026For firm work: Business or Enterprise

01 / At a glance

ChatGPT in one page

The most used assistant in the world. Personal plans train on your chats unless you turn it off. Business plans do not.

PlansFree, Go, Plus, Pro. Business and Enterprise for firms.
Trains on your chats?Free, Go, Plus, Pro: yes, by default. Business, Enterprise, Edu, Healthcare: no, by default.
Your instructions live inSettings > Personalization > Custom Instructions
Instruction limit1,500 characters on Free and Go. 5,000 on Plus and above.
MemorySettings > Personalization > Memory
WorkspacesProjects: files, instructions, and project-only memory
Custom assistantsPlugins. Custom GPTs are being retired.
Turn off trainingSettings > Data controls > Improve the model for everyone

The setup path

01Pick the plan02Lock data controlsGOVERN FIRST03Write instructions04Build workspaces05Review monthly

2026 change: GPTs are being retired

Custom GPTs retire on 11 December 2026 and move to plugins. Personal accounts can no longer create new GPTs.

If your team relies on a GPT, plan its move to a plugin now. OpenAI publishes a migration FAQ (see sources).

02 / Set it up

Five steps, in order

Do them in this order. Data controls come before anything personal goes in.

01
Pick the plan

chatgpt.com/pricing

Use Business or Enterprise for firm work. Those plans do not train on your content by default, and add SSO, retention, and admin controls.

02
Lock data controls

Settings > Data controls

On a personal plan, turn off Improve the model for everyone. Note: thumbs up or down feedback can make that whole chat trainable, even after you opt out.

03
Write your instructions

Settings > Personalization > Custom Instructions

Turn on Enable customization, then paste your instructions. On mobile the path is Settings > Customize ChatGPT. Use the master prompt in section 03 to draft them.

04
Build your projects

Sidebar > New project

One project per recurring task. Add files and project instructions under ••• > Project settings. Set memory to Project-only to keep that work separate.

05
Review monthly

Settings > Personalization > Memory

Read what it remembers and delete anything stale. Check Settings > Plugins and remove apps you no longer use.

03 / The master prompt

Let ChatGPT set itself up

Paste this into a new chat. It interviews you, then writes your setup for you.

You are my setup chief of staff for ChatGPT.
Your job: set ChatGPT up so it works the way I work, safely.
Work in three stages. Ask one question at a time. Wait for my answer.

STAGE 1. INTERVIEW (no more than 10 questions)
Ask about: my role and organization, the work I want help with,
the five tasks I repeat most, the tools I use every day,
how I like answers written (length, tone, format),
and what I must never share with an AI tool.

STAGE 2. WRITE MY SETUP
a) My Custom Instructions text. Keep it under 1,500 characters so it fits on every plan.
   Write it in plain sentences. Put the most important rules first.
b) Three Projects I should create. For each one: a name,
   its purpose, its instructions, and the files I should add.
c) Two plugins for my most repeated tasks. For each: a name, the instructions, and the files it needs. (Plugins replace custom GPTs.)
d) A checklist of the privacy settings I should confirm,
   with where to find each one in ChatGPT.

STAGE 3. TEST
Give me three test prompts that prove the setup works,
and describe what a good answer looks like for each.

RULES
- Do not invent features. If you are not sure a setting exists
  in ChatGPT today, say so and tell me where to check.
- Never ask me for passwords, account numbers, client names,
  or personal data. If I start to share them, stop me.
- Plain language. Short sentences. Tables where they help.

04 / Govern first

Best practices

Always
  • Turn off model training before your first real prompt
  • Use an approved business tier for firm work, or nothing
  • Keep one workspace per recurring task
  • Check every number and citation it gives you
  • A person signs off before anything leaves the building
Never paste
  • Passwords, API keys, or access tokens
  • Client names, account numbers, or holdings
  • Material non-public information
  • Personal data about staff or members
  • Anything under a confidentiality agreement

Specific to ChatGPT

  • Set each connected app to Always ask or Allow read actions in Settings > Plugins until you trust it.
  • Use Temporary chat for one-off sensitive questions. It skips history and training, and is kept up to 30 days.
  • Use Project-only memory for client or deal work, so it never bleeds into other chats.
  • Free and Go show ads. Do not use them for firm work.

Starter instructions

Prefer to write them yourself? Fill in the brackets, then paste into Settings > Personalization > Custom Instructions.

About me: I am a [role] at a [type of organization].
I use you for [three main jobs].

How to answer:
- Lead with the answer, then the reason.
- Keep it short. Use tables for comparisons.
- Say plainly when you are unsure, and how I can check.
- Cite a source for every number or factual claim.

Never:
- Invent figures, quotes, or sources.
- Give a final legal, tax, or investment decision. Flag it for a person.
- Ask me for client names, account numbers, or passwords.

05 / Data and controls

What to check, and where

Training opt-outSettings > Data controls > Improve the model for everyone (personal plans)
Temporary chatNew chat > Temporary. Not trained on, not in history, kept up to 30 days.
Memory resetMemory summary ••• menu > Delete and turn off memory
Export and deleteSelf-service on personal plans. On Business and Enterprise, the workspace owner controls it.
SSOBusiness: SAML or OIDC. Enterprise: Admin Console with SCIM.
Audit and retentionEnterprise: Compliance API audit log and admin-set retention. Business admins can set retention.
Data residencyEnterprise and Edu: Canada, US, EEA, UK and others, for new workspaces. Rolling out on Business.

06 / Sources

Where every fact comes from

  1. ChatGPT pricing and plans
    https://chatgpt.com/pricing/
  2. Data controls in ChatGPT
    https://help.openai.com/en/articles/7730893-data-controls-in-chatgpt
  3. Enterprise privacy at OpenAI
    https://openai.com/enterprise-privacy/
  4. ChatGPT custom instructions
    https://help.openai.com/en/articles/8096356-chatgpt-custom-instructions
  5. Memory in ChatGPT
    https://help.openai.com/en/articles/8590148-memory-in-chatgpt
  6. Projects in ChatGPT
    https://help.openai.com/en/articles/10169521-projects-in-chatgpt
  7. Custom GPT retirement and migration FAQ
    https://help.openai.com/en/articles/20001519-custom-gpt-retirement-and-migration-faq
  8. Plugins in ChatGPT
    https://help.openai.com/en/articles/20001256-plugins-in-chatgpt
  9. Connected apps in ChatGPT
    https://help.openai.com/en/articles/11487775-connected-apps-in-chatgpt
  10. Temporary chat
    https://help.openai.com/en/articles/8914046-temporary-chat-in-chatgpt
  11. SSO for ChatGPT Business
    https://help.openai.com/en/articles/11489188-setting-up-single-sign-on-sso-for-chatgpt-business
  12. Data residency for ChatGPT
    https://help.openai.com/en/articles/9903489-data-residency-and-inference-residency-for-chatgpt
  13. ChatGPT release notes
    https://help.openai.com/en/articles/6825453-chatgpt-release-notes
  14. Virtualization Review: OpenAI to retire custom GPTs (28 Sep 2026)
    https://virtualizationreview.com/articles/2026/09/28/openai-to-retire-custom-gpts-replace-them-with-plugins.aspx

Settings checked on 29 October 2026. Platforms change their menus often. Follow the source links before relying on a path. This guide is general information. It is not legal, compliance, or investment advice.

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