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AI governance 5 min read

How do you keep an AI register up to date?

An AI register does not go stale on the day you write it. It goes stale on the day a vendor adds a feature or a colleague opens a new tool. Staying current takes triggers, a rhythm, and a second source.

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Quick answer

An AI register stays current through three things. Triggers: a row is reviewed when the vendor adds a feature, is acquired or changes its terms, when there is an incident, or when the tool is used for different work or with different data. A rhythm: a review date on every row, and everything at least once a year. And a second source: which AI tools are actually being opened in the organisation, so that tools nobody reported enter the register as "no decision yet". Without that source, a neatly maintained register still describes only what someone once reported.

01

A register ages through events at vendors and on the work floor, not through the calendar

02

Five triggers bring a review forward, and an annual round is the minimum

03

A register you update only knows the tools someone reported

04

A register fed by observed use starts every new tool at no decision yet

05

The owner of the application drives the review, not the privacy officer

At a housing association, a reminder pops up in the IT administrator's calendar: review AI register. He opens the spreadsheet. The last edit is eight months old, by a colleague who has since left. In the meantime the meeting tool has started summarising calls, and nobody added a row for it.

That is how a register goes stale: not on the day you write it, but on the day something changes at a vendor or on the work floor. Keeping it current therefore takes three things. Triggers that force a review, a rhythm as a safety net, and a second source that supplies the tools nobody reported. Which fields a row holds is covered in an AI register: what it is and what you record in it; this piece is about what comes after.

Which triggers force a review?

A review date in the row is a safety net. The real movement comes from outside the calendar, and it takes five forms.

TriggerWhat changesWhat you check
New feature at the vendorThe tool can suddenly read documents, record meetings or search the webData use and purpose; whether the condition on "limited use" still holds
Acquisition or changed termsNew owner, new jurisdiction, new sub-processors, new training policyVendor, data processing agreement, where processing runs
Incident at the vendorA data breach, a flaw in the sharing feature, a regulator stepping inWhether the decision stands, and whether employees need to do anything
New use inside the organisationAnother department, another purpose, other dataWhether this is a new row, and who becomes its owner
Different account typeFrom free to business, or the reverseData processing agreement, training, administration; usually a separate row

The first is the quietest. There is no request and no invoice; the vendor switches a feature on and the row in the register still describes the tool as it was two years ago. Why that is structural is explained in why an AI tool catalog ages the moment you print it. The fourth is the trigger most often missed, because the tool is already in the register. Copilot for internal memos and Copilot for interview notes in HR are one tool and two rows.

What rhythm actually works?

Not one annual round that takes six weeks. That produces a list that is already behind on delivery day, and the year after, nobody runs it again.

This works. Every row gets a review date set by its owner, according to risk: a translation tool for public texts can go a year, a transcription tool in HR closer to six months. On top of that, two fixed moments. Every quarter, the rows marked "no decision yet" and "limited use", the first because they are a backlog, the second because a condition goes stale faster than a plain yes or no. And once a year, everything.

Per row that is half an hour: do vendor, data use and purpose still hold, and is there a new date. If it stays that small, it keeps happening.

Why does an updated register still fall behind?

Because a register only knows what someone reported. Every row once began as a request, an invoice or a question to the service desk. Whatever starts without a request never gets in, and that is most of it. In the study by KPMG and the University of Melbourne among 48,000 workers in 47 countries (2025), 57 percent say they hide AI use from their employer. Not out of bad faith; the tool did the work and nobody had asked.

A vocational college keeps a register of nine rows, each with a review date. The first measurement of which AI services are opened in the browser shows fourteen. The five extra: Perplexity, a tool that generates test questions, a presentation tool with AI built in, a transcription tool one teacher pays for himself, and the free version of ChatGPT next to the business one. None of the five is an incident, because nothing had been decided about any of them. The register was current, for the nine rows it knew.

What is the difference between updating and being fed?

A register you update changes when someone remembers. A register that is fed gets new rows from what actually happens: an AI tool that is opened in the organisation and has no decision yet appears by itself, with the date it was first seen. The work shifts from finding to deciding.

That does not require watching people. To know whether a tool needs a decision, the service's domain is enough: that an AI tool was opened in the organisation, which one, and how often. Which methods do and do not see that is covered in how do you find out which AI tools employees actually use.

From the browser extension, BeeSensible reports only the domain of an opened AI tool, at most once per day per device, with no user id and no content. Newly discovered tools without a decision sit in the dashboard's inbox, where an administrator records the status, for several tools at once if needed. The catalogue of 865 tools is continuously curated; tools recently added to it carry a "New" label for thirty days. What the AI tools module shows per tool is below.

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

Two things stay out of view even then: AI features inside existing software with no domain of their own, and the phone without the extension. For the first, the top row of the table remains the only instrument. The vendor announces a feature, and the row's owner looks again.

Who does what in a review?

The privacy officer or the CISO owns the register as a whole and guards the rhythm. Every row has an owner in the business, the role that uses the application, who answers the questions and sets the new date. IT supplies the observation and puts a newly discovered tool on "no decision yet", without deciding what should happen to it.

If all of that sits with one person, the register is back to being the spreadsheet of the colleague who left within a quarter. How this division fits the rest of the work, from seeing what is used to showing that the policy is applied, is on the overview page for AI governance.

Today, write next to every row in your register which event would bring its review forward, and ask IT for the list of AI services opened in the last thirty days. The difference between that list and your register is the work.

FAQ

Common questions

How often should an AI register be reviewed?

All rows at least once a year, and every quarter the rows marked "no decision yet" and "limited use". More important than the rhythm are the triggers: a new feature at the vendor, an acquisition or changed terms, an incident, new use inside the organisation, or a change of account type. Each of those brings the review forward, whatever date is written in the row.

Which events call for a review of an AI tool?

A new feature that suddenly lets the tool read documents, record meetings or search the web. An acquisition or new terms, because jurisdiction, sub-processors and training policy can all change at once. An incident at the vendor. New use inside the organisation: another department, another purpose, other data. And a switch of account type, from free to business or the other way round.

Why does an AI register fall behind even when you update it?

Because a register only knows what someone reported. Every row started with a request, an invoice or a question to the service desk. Tools that start without a request, which is most of them, never get in. In the 2025 study by KPMG and the University of Melbourne, 57 percent of workers say they hide AI use from their employer. Updating does not fix that; a second source does.

What is the difference between updating a register and feeding it?

Updating happens when someone remembers: adjusting a row, moving a date. Feeding means new rows come from observation: an AI tool that is opened in the organisation and has no decision yet appears in the register by itself, with the date it was first seen. The work then shifts from finding tools to deciding about them.

Who is responsible for keeping the AI register current?

The privacy officer or the CISO owns the register as a whole. Every row has an owner in the business, the role that uses the application, and that person drives the review of their own row. IT supplies the observation: which tools are actually being opened. If everything sits with one person, the register is out of date within a quarter.

Portrait of Rens Timmermans of BeeSensible

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