How Outilo creates, reviews and verifies its content
Transparency about our editorial process, the use of AI, and the treatment of sensitive topics.
At Outilo, the goal is simple: help people quickly find a clear answer to a concrete problem.
A calculation to do, a conversion to understand, a decision to prepare, information to check. Outilo exists to get straight to the point — no unnecessary fuss.
Who edits Outilo?
Outilo is created and edited by Yoann Begue.
For now, the project is run by one person, with a very practical approach: observe everyday problems, analyse real needs, create simple tools, test them, fix them and improve them.
When an idea can help one person, it can often help others. That is the logic guiding the creation of the tools, guides and practical answers published on Outilo.
How is content created?
Every piece of content starts from a need. It may come from:
- a problem encountered directly;
- a question asked by someone;
- an existing tool that deserves to be simplified or improved;
- a practical topic that comes up often;
- an idea submitted by a user.
Before publication, the idea is analysed to understand what the user is really trying to solve. The goal is not to produce content to fill the site, but to create something useful, simple and actionable.
How are tools designed?
Outilo tools are built with an experimentation mindset. A first version is created, tested, corrected, then improved. Some pages or features may be reworked many times until a result is clear, reliable and simple enough to use.
The aim is always the same: provide a quick, understandable and practical answer.
Use of artificial intelligence
Outilo openly uses artificial intelligence.
AI can help research, structure, reformulate, generate ideas, spot inconsistencies or speed up certain creation steps. This technology makes it possible to create faster, test more ideas and help more people.
But AI is not considered a final authority.
Content is read, corrected and adjusted before publication. When a topic requires extra care, information is cross-checked with multiple sources and accompanied by a warning.
Review and verification
Content is reviewed by the Outilo editorial team.
Today, this team is led by Yoann Begue, supported by AI tools and agents for verification, structuring and correction.
The label "Last reviewed" shows the date of the most recent editorial review. It does not guarantee that all external information is still perfectly up to date, but it indicates that the content was checked at that date.
Sources and methodology
When content relies on a formula, data point, rule or sensitive information, Outilo may indicate the sources used or the method followed. Sources may come from:
- official websites;
- public bodies;
- recognised institutions;
- technical documentation;
- standard formulas;
- practical experience where the topic lends itself to it.
The aim is to make content more understandable, verifiable and transparent.
Sensitive topics
Informational content only
Some topics may influence an important decision: health, finances, law, administration, safety, work, family or personal life. On these, Outilo displays a specific warning. The information provided is informational only and does not replace the advice of a qualified professional.
Outilo can help you understand, estimate or prepare a decision. It must not decide for the user.
Corrections and updates
Outilo is not perfect. Information can become outdated, a formula may need clarification, an error can slip through despite review, or a tool may deserve improvement.
If you spot an error, inaccuracy or possible improvement, you can report it via the contact page.
Every useful piece of feedback can help improve the site for everyone who uses it next.
Our commitment
Outilo aims to stay simple, useful and honest.
The site does not promise to replace an expert, a professional or an official source. It aims to provide quick answers, practical tools and clear explanations to help everyone move forward more easily.