Control over AI
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AI governance 5 min read

How do you keep an AI register up to date?

A register goes stale when a vendor adds a feature or a colleague opens a new tool. Keeping it current takes triggers, a rhythm and a second source.

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Quick answer

Three things keep an AI register current. Triggers: a row is reviewed when the vendor adds a feature, is taken over or changes its terms, when there is an incident or when the tool starts being used for different work or with different data. A rhythm: a review date on every row, and a full review at least once a year. And a second source: the AI tools actually being opened in the organisation, so that tools nobody reported enter the register as "No decision yet". Without that source, even a neatly kept register describes only what someone once reported.

01

A register goes out of date because of events at vendors and inside the organisation, not because of the calendar

02

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

03

A register you update only knows the tools someone reported

04

A register fed by observed use enters every new tool as "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 was made eight months ago, by a colleague who has since left. Since then the meeting tool has started summarising calls, and nobody has 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 inside the organisation. Keeping it current takes three things: triggers that force a review, a rhythm as a safety net and a second source that supplies the tools nobody reported. The fields a row holds are covered in our guide to the AI register; this piece is about what comes after.

Which triggers force a review?

A review date on the row is a safety net. The real changes come from outside the calendar, and they take 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 (DPA), where processing takes place
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 reverseDPA, model training, admin controls; usually a separate row

The first is the quietest. There is no request and no invoice: the vendor switches on a feature, and the register row still describes the tool as it was two years ago. Our article on why an AI tool catalogue goes out of date the moment you print it explains why that is structural. The fourth is the one 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 a single annual exercise that takes six weeks. That produces a list that is already out of date on the day it is delivered, and the following year nobody does it again.

What does work: 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 come two fixed checkpoints. Every quarter, the rows marked "No decision yet" and "Limited use": the first because they are a backlog, the second because a condition goes out of date faster than a plain yes or no. And once a year, everything.

That is half an hour per row: are the vendor, data use and purpose still accurate, and what is the new date? Kept that small, it keeps getting done.

Why does an updated register still fall behind?

A register only knows what someone has reported. Every row began as a request, an invoice or a question to the service desk. Anything that comes into use without a request never gets in, and that is most of it. In the 2025 study by KPMG and the University of Melbourne of 48,000 workers in 47 countries, 57 per cent say they hide their AI use from their employer. Not out of bad faith: the tool did the job 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 are Perplexity, a tool that generates test questions, a presentation tool with built-in AI, a transcription tool one teacher pays for himself and the free version of ChatGPT alongside the business one. None of the five is an incident, because nothing had been decided about any of them. The register was up to date, for the nine rows it knew about.

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

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 on its own, with the date it was first seen. The work shifts from finding tools to deciding about them.

That does not require monitoring 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 can and cannot see this is covered in our guide to finding out which AI tools employees actually use.

Through the browser extension, BeeSensible reports only the domain of an AI tool that was opened, at most once per day per device, with no user ID and no content. Newly discovered tools without a decision land in the dashboard's Inbox, where an administrator records a decision one tool at a time; to decide on several tools at once, use the catalogue. The catalogue of over 1,000 tools is continuously curated. Below is what the AI register shows for each tool.

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

Even then, two things remain out of view: AI features inside existing software that have no domain of their own, and phones without the extension. For the first, the top row of the table is still the only tool you have: the vendor announces a feature, and the row's owner takes another look.

Who does what in a review?

The privacy officer or the CISO owns the register as a whole and keeps the rhythm going. 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 observations and sets a newly discovered tool to "No decision yet", without deciding what should happen to it.

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

Today, note against every row in your register which event would bring its review forward, and ask IT for a list of the AI services opened in the last thirty days. The gap between that list and your register is the work still to be done.

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 the row gives.

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 change 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 come into use without a request, which is most of them, never make it in. In the 2025 study by KPMG and the University of Melbourne, 57 per cent of workers say they hide their 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 observations: which tools are actually being opened. If it all rests with one person, the register is out of date within a quarter.

Portrait of Rens Timmermans from BeeSensible

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