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AI governance 6 min read

How do you build a list of approved AI tools?

Start from what is already in use. Record account, data, status and owner per tool, put the list where people work and do not leave out "No decision yet".

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Quick answer

You build a list of approved AI tools in six steps. Start from the tools already being opened, not from a blank document. For each tool, record the account and the data that may go in; a free account and a business account are two separate rows. Give every tool one of four statuses (allowed, limited use, no decision yet, not allowed), with a one-sentence condition and the alternative where a tool is refused. Put an owner on every row, publish the list where people work and add a process for new requests. Without a "No decision yet" status the list is incomplete, and everyone has to guess what applies to a tool that is not on it.

01

Start from the tools people actually open, because that list is longer than the one you know

02

A free and a business account of the same tool are two rows with two decisions

03

A condition is one sentence someone can follow while working; a refusal comes with an alternative

04

A list without "No decision yet" leaves everyone guessing about the tools that are not on it

05

The list is finished when it appears where the tool is opened, and when there is a process for tomorrow's tool

An IT administrator at a building services firm is asked by the directors to draw up a list of approved AI tools, "and then we'll put it on the intranet". He opens a blank document and types Microsoft 365 Copilot, because there is a licence for it. Then he stops. Half the estimators use ChatGPT, the project managers have their meetings summarised by a tool he knows only by name, and nothing has ever been decided about either.

A list of approved AI tools does not start from a blank document but from what is already in use. From there you record the account and the data for each tool, give every tool a status with a condition and an owner, put the list where people work and set up a process for new tools. How that list fits into a full AI policy is covered in our guide to writing an AI policy; this piece is about the list itself.

Why not start from a blank document?

Because a list drawn from the administrator's memory only contains the tools that cross his desk. The tools used most are often the ones nobody requested: a free ChatGPT account, a browser extension, the AI feature a meeting tool added last month.

There are three sources, in ascending order of usefulness. The licence and account records show what was bought. A survey shows what people are willing to report. Observing which AI domains are opened, in counts and without names, shows what actually happens. What each method misses is covered in our article on finding out which AI tools employees actually use.

What do you record for each tool?

StepWhat you recordThe mistake it prevents
1. Start from what existsThe tools that are opened, with the date first observedA list of what you know rather than what happens
2. Account and dataWhich version it is (free, personal, business) and which data may and may not go in"ChatGPT: allowed" without saying which ChatGPT
3. Status and conditionOne of four statuses; for "Limited use" the condition in one sentence, for "Not allowed" the alternativeA yes everyone reads differently, or a no with no way out
4. OwnerThe role in the business that uses the tool and carries out the reviewRows left exactly as they were filled in a year ago
5. PublicationWhere the decision appears: first when the tool is opened, then in a documentA PDF read once, on someone's first day
6. Process for new requestsWho assesses, within what period, with which questions and what applies in the meantimeRequests left untouched while use continues

Step two is the one most often skipped. A free or personal account runs under consumer terms: input can be used for training unless the user turns that off, and there is no data processing agreement. The business version excludes training by default; OpenAI documents the distinction itself. On the list that means two rows; why that difference matters more than the name of the tool is covered in free vs business AI accounts.

Which status does a tool get, and what goes with it?

Four statuses, not two: allowed, limited use, no decision yet, not allowed. What each status means and when you choose it is covered in our article on the four statuses for AI tools. For the list, what matters most is what goes with the status.

For "Limited use", that is the condition, in one sentence someone can follow while working. "Only with the business account." "Internal meetings only, and participants are told." "No customer data in the prompt."

For "Not allowed", it is the alternative. A no without an alternative moves the work to a personal account on someone's own phone, and then the tool is not gone but invisible. "Not the free account; use the business licence instead" is a decision someone can follow without stopping their work.

Why is a list without "No decision yet" incomplete?

Because a list of approved tools says nothing about the tools that are not on it, and that is the largest group. AI tools appear faster than an organisation can assess them, and existing software gains AI features without a decision.

Everyone draws their own conclusion about a tool like that. One person reads the list as exhaustive and assumes the rest is forbidden; another reads it as a set of examples and assumes anything not refused is fine. Both readings are reasonable, and the organisation meant neither.

"No decision yet" solves that because it is honest: nobody has looked at the tool yet, so until they do you enter only public information and request an assessment. It is neither a ban nor an approval. It is also your backlog: every tool marked "No decision yet" that is actually in use is an assessment still to be done.

Where do you publish the list?

Where the question comes up, and that is not the intranet. An employee reads the list once and opens a tool hundreds of times. The decision works when it appears as the tool opens: nothing for an allowed tool, the condition for "Limited use", the alternative as the first button for "Not allowed" and, for "No decision yet", a request to enter only public information. Our article on communicating AI policy covers how to do that without burying people in rules.

At the building services firm, the first round of observation shows fourteen AI domains; the administrator had written down four. Alongside Copilot and ChatGPT there are DeepL, Perplexity, the project managers' transcription tool and a tool nobody in the management team had heard of. That is not an incident. It shows that a list from memory is out of date on the day it is finished, and that ten of the fourteen rows start as "No decision yet".

That is how BeeSensible works. The extension reports only the domain of an opened AI tool, at most once per day per device, without a user ID and without content, and sets it against a catalogue of over 1,000 assessed tools. An administrator sees which tools have no decision yet and records the status and the condition; that decision appears in the browser when someone opens the tool, with the allowed alternative as the first button. The product decides nothing itself: the organisation chooses whether an employee may still go on to a tool that is not allowed or is offered only the alternative. There is more on the AI tools page.

AI register
AllowedUnder reviewNot allowedAll tools
Search by tool, vendor, domain or former name…
1,012 tools
DeepSeek
Critical · 90/100
Not allowed
Otter.aiNew
High · 68/100
No decision yet
Grok
High · 67/100
Not allowed
ChatGPT
High · 62/100
Allowed
Perplexity
Medium · 55/100
No decision yet
HeyGen
Medium · 53/100
No decision yet

Every tool, scored for risk

Over 1,000 AI tools, each scored from Low to Critical. Nothing is approved or blocked until someone decides.

More about AI Governance

How does a new tool get onto the list?

Through a process everyone knows: where you report a tool, who assesses it, within what period and what applies in the meantime. The questions to the vendor are written out in our article on approving an AI tool. Two weeks is workable; any longer and people stop waiting.

That process is also a practical first step towards what Article 4 of the AI Act asks of organisations: that the people who work with AI systems have sufficient AI literacy. Knowing which tools are allowed, under which condition and why, is the first part of that. Other pieces on the subject are collected under AI governance.

So the administrator closes the blank document and first asks for the list of what is being opened. The list that grows from it is longer and more honest, and for the first time it is one the estimators recognise.

FAQ

Common questions

Where do you start with a list of approved AI tools?

With what is already in use. Ask around, check licences and accounts and, above all, look at which AI domains are opened in the organisation. That last list is almost always longer than the list IT or procurement knows, and it contains the free accounts and the AI features in existing software that nobody ever decided on.

Should a free account be a separate entry on the list?

Yes, as its own row. A free or personal account runs under consumer terms: the vendor may use input for training unless the user turns that off, and there is no data processing agreement. The business version of the same tool excludes training by default. So "ChatGPT: allowed" is not a decision; "ChatGPT via the business licence: allowed, via a free account: not allowed" is.

What does "Limited use" mean on a list?

That the tool may be used under one condition the organisation sets itself, in one sentence someone can follow: only with the business account, only without personal data, only for internal meetings. A condition like "use responsibly" is not a condition. The sentence should be visible when someone opens the tool.

Why does "No decision yet" have to be on the list?

Because most tools fit no other status. Tools appear faster than an organisation can assess them. A list of only approved tools says nothing about the rest, and one person reads that as forbidden while another reads it as allowed. "No decision yet" says exactly what is true, with an instruction for the meantime: public information only, and this is where you request the assessment.

How does a new AI tool get onto the list?

Through a fixed process: who assesses it, within what period and with which questions to the vendor. In the meantime the tool keeps the status "No decision yet". Without that process, requests sit untouched while people carry on using the tool outside the list. With a two-week turnaround the list is a living document rather than a snapshot.

Portrait of Rens Timmermans from BeeSensible

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