How Aiolum corrects a story

Aiolum states facts about real companies, so a wrong fact must be easy to report and the correction must be visible. This page says what happens after a report.

How to report a mistake

Email aiolum@livyden.com with the address of the story, the sentence or number that is wrong, and a public source for the right value. A founder can also send a newer figure for their own company.

What happens next

The report is checked against the source. When the source holds up, the story is changed and its "updated" date moves. A number that only the founder states gets grade C, however it reached us. A number gets grade A or B only when a filing, a payment processor or independent reports support it.

A story is not removed because its number turned out smaller or false. It is then marked as a cautionary story, with the claim and the evidence side by side. 1 story carries that mark today.

Corrections log

This log starts on 12 November 2026. From that day, every correction made after a message from a reader or a founder is listed here with its date. Changes before that day are not listed; each story page shows the date of its last change.

The method page explains the grades, and the About page says how AI is used to research and check the stories.