Terms related to data · 3.2
Terms related to data
Fifteen entries cover the data an AI system learns from and runs on: datasets, samples, labels, ground truth, input data, production data, test and validation data, and personal data. The terms decide how a data inventory is described.
What this clause settles
The page is a reading of the published structure and the public entries. It does not invent the body of a clause that ISO has not published, and it does not turn a heading into an obligation. For Terms related to data, the page keeps the claim level "terms and definitions" visible and says where the public text stops.
Who it binds
The organisation that adopts the vocabulary. The clause is not a shall requirement; the claim level states what it is.
What to do in your practice
Take the clause into the next governance review with two questions: which artefacts rely on it, and which sentence would a reviewer quote to show the firm uses it? Record the answers as actions with dates. Start with the artefacts that cite Terms related to data and work outwards.
Evidence an auditor or regulator asks for
- A policy map that names Terms related to data and the clause it comes from.Shows that Terms related to data was read and placed, not merely cited.
- A controlled vocabulary register for the entries in Terms related to data, with an owner and a review date.An auditor asks who keeps the Terms related to data entries current, not only whether they exist.
- One live artefact that uses a term from Terms related to data correctly, with the date it was checked.Connects Terms related to data to the work rather than to a shelf document.
Common gaps this page catches
- Terms related to data is cited without the entries behind it, so the citation cannot be tested.
- The clause is treated as a checklist when it is a vocabulary, and counting terms is not the same as controlling them.
What to prepare before the amendment lands
Take Terms related to data into the next review, list the artefacts that rely on it and give each a named owner. The Terms related to data list is the plan; the owner is the control.
How to test it here
Take one live artefact rather than a template, find the sentence or field where Terms related to data is used, and put this page beside it. Record the answer, the artefact and the date, because that record is the evidence and a glossary entry on its own is only an intention.
What this page does not claim
The page does not reproduce the standard, certify the firm or predict the wording the amendment will use; it states Terms related to data at the claim level "terms and definitions" and stops where the public record stops.
Common questions
- What does Terms related to data mean in ISO 22989?
- Fifteen entries cover the data an AI system learns from and runs on: datasets, samples, labels, ground truth, input data, production data, test and validation data, and personal data. The terms decide how a data inventory is described.
- What evidence should we keep for 3.2?
- A policy map that names Terms related to data and the clause it comes from. A controlled vocabulary register for the entries in Terms related to data, with an owner and a review date.
- Is Terms related to data a requirement?
- No: Terms related to data is a definition or clause of a terminology standard, and it becomes binding only when a firm writes it into a policy, a contract or a procedure, or when another standard incorporates it.
Related units
Source. ISO/IEC 22989:2022, Clause 3.2. Open the ISO public entry. Retrieved 21 October 2026.
https://www.iso.org/obp/ui/en/#iso:std:iso-iec:22989:ed-1:v1:en
ISO catalogue record 88145, the amendment status, stage and dates. Catalogue record 74296, the base standard.
Claim level: terms and definitions. All 15 entries are in the public preview.
Last updated: 2026-10-21 · Markdown version · Check your vocabulary