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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, not from a blank document. Record the account and the data per tool, give every tool a status and an owner, and publish the list where people work. Why a list without "no decision yet" is not finished.

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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. Record per tool the account and the permitted data; a free and a business account are two 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 route for new requests. Without no decision yet the list is incomplete: everyone then guesses what applies to a tool that is not on it.

01

Start from the tools that are opened, because that list is longer than the list 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 at the moment of work, a refusal carries 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 route for tomorrow's tool

An IT administrator at an installation company is asked by the directors to draw up a list of approved AI tools, "and then we 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. After that you record the account and the data per tool, give every tool a status with a condition and an owner, put the list where people work, and set up a route for new tools. How that list fits into a full AI policy is covered in writing an AI policy; this piece is about the list itself.

Why not start from a blank document?

Because a list from the administrator's memory only contains the tools that pass through him. The tools used most are often the ones nobody requested: a free ChatGPT account, a browser extension, the AI feature a meeting tool gained last month.

Three sources, in ascending usefulness. The licence and account records show what was bought. A survey shows what people are willing to report. The observation of which AI domains are opened, in counts and without who, shows what actually happens. What each method misses is covered in how do you find out which AI tools employees actually use.

What do you record per 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 instead of what happens
2. Account and dataWhich variant it concerns (free, personal, business), and which data may go in and which may not"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 function in the business that uses the tool and runs the reviewRows that stay as they were filled in a year ago
5. PublicationWhere the decision appears: when the tool is opened, only then in a documentA PDF read once, on the first day of employment
6. Route for new requestsWho assesses, within what period, with which questions, and what applies in the meantimeRequests left untouched while use continues

Step two is skipped most often. 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 variant excludes training by default; OpenAI documents that distinction itself . On the list that makes two rows; why that difference weighs 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 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 at the moment of work. "Only with the business account." "Only for internal meetings, and participants know." "No customer data in the prompt."

For not allowed it is the alternative. A no without an alternative moves the work to a private account on a personal phone, and then the tool is not gone but invisible. "Not the free account, 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.

About such a tool, everyone guesses something different. One person reads the list as exhaustive and assumes the rest is forbidden, another reads it as 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 true: this has not been looked at yet, and in the meantime you enter public information only and request the assessment here. It is neither a ban nor an approval. It is also the backlog: everything on no decision yet that is actually used is an assessment still to be done.

Where do you publish the list?

Where the question arises, 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 at opening: nothing for an allowed tool, the condition for limited use, the alternative as the first button for not allowed, and for no decision yet the request to enter public information only. How to do that without burying people in rules is covered in how do you communicate AI policy.

The first observation shows fourteen AI domains, where 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 on no decision yet.

BeeSensible works that way. 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 865 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. Continuing is always possible; the product blocks nothing and decides nothing. More is on the AI tools page.

Search tool, vendor or categoryโ€ฆ
865 tools
ChatGPT๐Ÿ‡บ๐Ÿ‡ธ
HighAllowed
Claude๐Ÿ‡บ๐Ÿ‡ธ
MediumAllowed
DeepSeek๐Ÿ‡จ๐Ÿ‡ณnew
CriticalNot allowed
Perplexity๐Ÿ‡บ๐Ÿ‡ธnew
MediumNo decision yet
Mistral๐Ÿ‡ซ๐Ÿ‡ท
LowNo decision yet
Midjourney๐Ÿ‡บ๐Ÿ‡ธ
MediumNo decision yet

Every tool, scored for risk

865 AI tools, each scored Low to Critical, with nothing pre-approved or pre-blocked until someone decides.

More about AI Tools

How does a new tool get onto the list?

Through a route 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 approving an AI tool. Two weeks is workable.

That route is also the practical start of what the AI Act asks of organisations in Article 4: that the people who work with AI systems are sufficiently literate in them. Knowing which tools are allowed, under which condition and why, is the first part of that. The other pieces 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, more honest, and for the first time a list the estimators recognise themselves in.

FAQ

Common questions

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

With what is already in use. Ask around, look at 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, can use input for training unless the user turns that off, and has no data processing agreement. The business variant of the same tool excludes training by default. So ChatGPT: allowed is not a decision; ChatGPT via the business licence: allowed, and via a free account: not allowed, is.

What does limited use mean on a list?

That the tool may be used within one condition the organisation writes itself, in one sentence someone can follow: only with the business account, only without personal data, only for internal meetings. A condition such as use responsibly is not a condition. The sentence should be visible at the moment 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 route: who assesses, within what period, and using which questions to the vendor. In the meantime the tool sits on no decision yet. Without a route a request stays untouched while use simply continues, outside the list. With a two-week route the list is a living document rather than a snapshot.

Portrait of Rens Timmermans of BeeSensible

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