AI Safety & Compliance

AI Tools a School Can Approve: 6 Picks and the Data Check to Run First

A school AI policy needs an approved tools list. Here is the five-question data check to run on any tool, and what six education AI tools say publicly about training on your data and what they leave open.

A pink cut-paper sheet with four black hand-drawn scribbled lines sits behind a thick black tick, with a small empty circle beside it, standing for a short list of tools that have passed a check.

In brief

A school can approve an AI tool once it can answer five questions: is there a signed data agreement, does the vendor train on your data, what is the age limit, how is data kept and deleted, and what can the school see. Google Gemini, Microsoft Copilot, ChatGPT in a managed workspace, MagicSchool, SchoolAI and Khanmigo all publish statements on some of these, and none publish all five in one place.

Worth noting

  • An approved tools list is one of the core parts of a school AI policy, and it works best as a short list with a date and a named reviewer beside each tool.
  • Run five checks on every tool: a signed data agreement, training on your data, age limits, retention and deletion, and what the school can see.
  • Google said in May 2024 that Gemini data in Workspace for Education was not reviewed by anyone or used to train models for users 18 and over, and that Gemini was not available to under-18s on those accounts; confirm that it still holds.
  • MagicSchool says it does not permit third-party AI providers to use student data for training, but the page we read does not say whether MagicSchool itself trains models.
  • Khan Academy says large language models are not allowed to train on student data in a Districts partnership, but the support article we read does not mention data processing agreements.
  • A vendor statement is a claim, not a contract: the signed agreement your district holds is what the school can rely on.

Further reading

school AI policy guide

The right AI tools for a school are the ones that pass a data check and appear on a short approved list in the school's AI policy. That list is the part of a school AI policy guide that staff reach for most, because it turns "do not put pupil data into unapproved tools" into a name they can look up. This post gives the five-question check, then shows what six tools say publicly against it: Google Gemini, Microsoft Copilot, ChatGPT, MagicSchool, SchoolAI and Khanmigo. None of them is a recommendation to buy. The point is what to ask.

Tool Where the data terms are stated What it says about training What it leaves open
Google Gemini Google's May 2024 announcement for Workspace for Education Data "not reviewed by anyone" and "not used to train" models, for users 18 and over Dated 2024; the announcement does not repeat this for paid add-ons
Microsoft Copilot Microsoft's Copilot overview Prompts and responses covered by Enterprise Data Protection when users sign in with Entra accounts Your district's tenant has to be set up to use it
ChatGPT OpenAI's Record help article Business, Enterprise and Edu content excluded from training by default; Free, Plus and Pro may be used if a setting is on Applies to Record content; confirm it for the features you use
MagicSchool MagicSchool's trust page Does not permit any third-party AI provider to use student data for training Does not say whether MagicSchool itself trains models
SchoolAI SchoolAI's Notetaker page Says it runs under the district's data processing agreement Statement is about Notetaker, not the whole product
Khanmigo Khan Academy's Districts support article Large language models are not allowed to train on student data Does not mention data processing agreements

Facts above were checked on October 15 and 16, 2026 against the pages named. They are vendor statements, not audits.

What is the data check for approving an AI tool?

Five questions settle most approvals. This is our editorial view, not a legal standard, and your data protection lead or district technology team should own the final answer.

  1. Is there a signed data agreement? A vendor page is a claim. A signed agreement your district holds is something you can rely on.
  2. Does the vendor train on your data? Ask about staff prompts and about anything that names a child, and ask whether the answer changes between personal and school accounts.
  3. What is the age limit? Some tools are for adults only on school accounts. A tool that is fine for staff may be wrong for pupils.
  4. How is data kept and deleted? Look for a period, not a promise to keep data "as long as needed."
  5. What can the school see? Administrators who can review activity can catch problems. Administrators who cannot are trusting the tool.

If a tool fails the first or second question for the use you have in mind, it does not go on the list for that use.

What do six tools say publicly against the check?

Google Gemini. Google's announcement, dated May 16, 2024, said that with the added protection "your data is not reviewed by anyone, it's not used to train artificial intelligence models," and that Gemini was not available to people under 18 on Workspace for Education accounts. That is a 2024 statement and the add-on terms were not repeated in it, so confirm both points with your Google administrator before you write them into a policy.

Microsoft Copilot. Microsoft's Copilot overview says prompts and responses are covered by Enterprise Data Protection when users sign in with Entra accounts. The protection depends on how your district's tenant is configured, so the question for your IT team is whether staff are actually signing in that way.

ChatGPT. OpenAI's help article on Record mode says content from Business, Enterprise and Edu workspaces is not used for training by default, while content from Free, Plus and Pro accounts may be if "Improve the model for everyone" is on. The practical lesson for a policy is that the account matters as much as the tool: a personal login and a district workspace carry different terms for the same button.

MagicSchool. MagicSchool's trust page says it does not permit any third-party AI provider to use student data to train, fine-tune or improve models, and that it acts as a school official under FERPA. It also says custom data privacy agreements are available and lists a SOC 2 Type II audit. The page does not say whether MagicSchool itself trains models on student data, and it does not give specific retention periods, so those are questions to put in writing.

SchoolAI. SchoolAI's Notetaker page says the feature is held to the same FERPA, COPPA and SOC 2 standards as the rest of its product, runs under the district's data processing agreement and deletes original audio after 48 hours. That is specific to Notetaker. Ask whether the same agreement covers every feature staff will use.

Khanmigo. Khan Academy's Districts article says it does not allow large language models to train on student data and that names and personal information are not shared with model providers. It says administrators can view student progress, usage and Khanmigo chat summaries. The article does not mention data processing agreements, so ask whether your district's partnership includes one.

What belongs on the approved list besides the tool name?

Keep it to one page. For each tool, write the name, the approved use (staff planning, pupil practice, admin), the date it was reviewed, the person who reviewed it, and the condition that applies, such as "managed account only" or "no pupil names." A tool with no approved use is not approved.

Then add the route for a new request. Our safe AI tools for schools guide and the directory's security assessments can feed that review. The approved list is only one part of the policy. If you are writing the rest, the outline, sample clauses and 90-day plan are in our school AI policy guide.

What should a school do this week?

List every AI tool you know staff use. Run the five questions on the three most common. Put the results on one page with a date and a name. Send it to staff with the rule that personal or sensitive pupil data goes only into tools on the list. Review it each term, because vendors change their terms, and a statement from 2024 is not evidence about today.

None of this is legal advice. Data protection law and procurement rules vary by country and district, and your counsel or data protection lead has the final word.

Frequently Asked Questions

What is an approved AI tools list for a school?

It is a short list of AI tools the school has checked and allows staff, and sometimes pupils, to use, with the date each was reviewed and who reviewed it. It is one of the core parts of a school AI policy, because it turns a general rule about data into a decision a teacher can act on.

How do I check whether an AI tool is safe for a school?

Ask five questions: is there a signed data agreement with your district, does the vendor train on your data, what is the age limit, how long is data kept and how is it deleted, and what can the school see. Then ask your data protection lead or district technology team to confirm the answers against the contract, not the marketing page.

Do AI vendors train on student data?

It depends on the product and the account type. Vendors usually describe different terms for free personal accounts and managed school or district accounts, which is why the same tool can be acceptable under a district agreement and not acceptable on a personal login.

Is a vendor's privacy statement enough to approve a tool?

No. A public statement is a claim by the vendor. What the school can rely on is the signed agreement the district holds, so the statement is a reason to ask for the agreement, not a replacement for it.

Who should approve AI tools in a school?

A named person, usually the data protection lead working with the senior leader who owns the AI policy, with advice from the designated safeguarding lead. Staff need a simple way to ask for a new tool to be considered.

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Dan Fitzpatrick

Delivered training to 150K+ educators | Founder of The AI Educator and AI Educator Tools | Forbes Contributor | International Keynote Speaker | 4 x #1 Bestselling Author

Cite this article

Dan Fitzpatrick. (October 16, 2026). AI Tools a School Can Approve: 6 Picks and the Data Check to Run First. AI Educator Blog.

https://blog.aieducator.tools/posts/ai-tools-a-school-can-approve
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