---
title: "Dataset admission gate"
description: "A pipeline control that lets a training job read only datasets whose admission record is complete and signed by the data owner: lawful basis or licence, reservation checks, quality results…"
canonical: https://aigovernanceengineer.com/glossary/dataset-admission-gate
author: "Jorge García Aibar"
license: "CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/)"
doi: https://doi.org/10.5281/zenodo.22956197
version: "0.5.0"
updated: 2026-09-25
---

# Dataset admission gate

A pipeline control that lets a training job read only datasets whose admission record is complete and signed by the data owner: lawful basis or licence, reservation checks, quality results, provenance, permitted uses and retention. It evidences the data-governance practices of AI Act Article 10 [1].

- Developed in: [ch. 14, Owners, stewards and the admission gate](https://aigovernanceengineer.com/bok/governing-development#owners-stewards-and-the-admission-gate); [ch. 05, Pattern: Dataset Admission Gate](https://aigovernanceengineer.com/patterns/dataset-admission-gate)
- Chapters: [ch. 05, Patterns](https://aigovernanceengineer.com/bok/patterns) · [ch. 14, Development](https://aigovernanceengineer.com/bok/governing-development)
- In the glossary chapter: https://aigovernanceengineer.com/bok/glossary#t-dataset-admission-gate

## Sources

[1] Regulation (EU) 2024/1689 (AI Act), consolidated text as amended by Regulation (EU) 2026/1744 (Digital Omnibus on AI, in force 27 Jul 2026; definitions in Art. 3, incl. 3(1), 3(3) to 3(14), 3(14b), 3(20), 3(22), 3(23), 3(29) to 3(32), 3(49), 3(55) to 3(57), 3(60), 3(61), 3(63), 3(68); Arts. 4, 5, 6 (incl. 6(3) third subparagraph, profiling), 9, 10, 11, 13, 14, 15, 17, 22 to 27 (incl. 26(11)), 40, 41, 43, 47, 48, 50, 53 (incl. 53(1)(c)), 55, 57, 60, 72, 73, 86; Annexes I, III, IV). Publications Office of the EU (EUR-Lex). 2026-07-27. https://eur-lex.europa.eu/eli/reg/2024/1689/2026-07-27/eng (verified: primary)