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IrelandPublic sector2022 – ongoing

Department of Enterprise, Tourism and Employment

Companies Registration Office annual-return signature checks

Ireland's Companies Registration Office used machine learning to check signatures on over 240,000 annual returns

WorkingCompany's own claim

Problem

Annual returns needed checks that signatures appeared in the required places before processing.

Approach

The department's Companies Registration Office used machine learning to scan digitised annual returns for signature placement. The department said every annual return received in 2022 passed through this facility. It reported processing efficiencies without quantifying time saved.

Results

over 240,000annual returns processed with the signature recognition facility in 2022, according to the departmentCompany's own claim[1]

Takeaway

The model checked signature placement. The disclosed volume did not establish its error rate or the authenticity of signatures.

Categories

Business function
Production and quality
Innovation type
Process innovation
Evidence
Company's own claim

Sources

Source summaries

[1]Eolas MagazineMay 2025

The department described the CRO's machine-learning signature checks in its response to a government-department survey. It said the facility processed all over 240,000 annual returns received in 2022.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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