Editorial Policy

Human expertise comes first. AI is a tool. I'm the author.

Everything published on this website is researched, written, reviewed, edited and approved by Fleur Willemijn van Beinum, unless stated otherwise.

AI may be used to support parts of the research, drafting or editing process. It helps accelerate workflows, explore ideas and improve efficiency. It does not replace human judgement, expertise, creativity or editorial responsibility.

Every article published on this website is subject to meaningful human review and editorial control before publication. Final editorial decisions, interpretation, conclusions and publication approval remain with the author. 

 

How content is created

Each article follows an editorial process designed to prioritise accuracy, clarity and practical value.

  • Research is conducted using trusted sources, professional experience and, where relevant, AI-assisted research.
  • AI may be used to generate draft text, structure ideas or improve readability.
  • Every draft is reviewed, rewritten and edited by the author.
  • Facts, examples and legal or regulatory references are verified before publication.
  • Quotes and sources are never fabricated. If a source can't be verified, it isn't published.
  • Articles are updated when new developments or better information become available.

 

AI and transparency

AI is part of the publishing workflow, not a substitute for authorship.

Where AI contributes to the drafting process, human editorial control is exercised before publication. This includes reviewing, revising, expanding, correcting and approving the final content.

 

Copyright

Unless stated otherwise, the content published on this website is authored by Fleur Willemijn van Beinum and protected by applicable copyright law.

AI tools may be used to support research, drafting or editing. Every published article is subject to meaningful human review, editorial control and final approval by the author. As a result, the published work reflects human authorship, and AI tools are not credited as authors.

© 2021–2026 Fleur Willemijn

 

Conflicts of interest

This website is editorial. Separately, Fleur Willemijn van Beinum runs consulting and advisory work.

The two stay apart. Editorial content is never shaped by client relationships, sponsorships or commercial partnerships.

Where a partnership applies to a specific piece, it is disclosed within that piece.

 

Corrections and updates

Accuracy matters.

If an article contains an error or requires clarification due to changes in legislation, technology or best practices, it will be corrected or updated. Publication and update dates are shown on every article so readers know when content was last reviewed.

 

Questions

If you have questions about our editorial process, AI use or published content, please get in touch.

 

Policy review

This policy is reviewed once a year, and sooner if AI tools, regulation or editorial practice change materially.

Last reviewed: 9 August 2026