Systematic Analysis of Compliance Automation Requirements Across Domains

One Excel file with 7 spreadsheets provides data for a systematic analysis of compliance system automation. The data includes meta-information, raw requirement extracts, and analyses categorized by automation stage, regulatory field, application domain, and ML usage. The dataset was uploaded by Angermeir on figshare and last updated on 2026-05-18.

Use Cases

• Identify common requirements for automating compliance tasks based on the aggregated requirement categories.
• Analyze how requirements differ across automation stages like Information Acquisition based on the dedicated analysis sheet.
• Compare regulatory needs for specific fields like safety or domains like avionics using the per-field and per-domain analyses.
• Investigate the impact of machine learning usage on compliance system requirements.

Strengths

• Data is structured across 7 distinct analysis spreadsheets within a single 5.4 MB file.
• Analysis covers multiple dimensions: automation stages, regulatory fields, application domains, and ML usage.
• Dataset is openly licensed under CC-BY-4.0, permitting sharing and adaptation.

Limitations

• Row counts and specific column definitions are unknown, requiring inspection after download.
• The description does not specify the temporal or geographic scope of the underlying studies analyzed.
• Data freshness should be verified as the last update timestamp is in the future (2026-05-18).

Provenance

Source

figshare, uploaded by author Angermeir.

Collection Method

Systematic analysis and extraction from prior research, as described in the associated publication.

Freshness

Last updated 2026-05-18 16:18:00; freshness should be verified.