Editorial policy
How our articles and pages are written and checked
We use AI to draft and translate content. This page says plainly what is checked before publication, by what, and what is not.
Blog articles are AI-assisted drafts
Blog articles are drafted by AI models from a topic brief, on topics with measured search interest, and translated into our interface languages the same way. We do not present them as written or reviewed line by line by a human expert.
Automated checks before publication
Before an article or translation is published, automated checks run on the final text. A factual claim with numbers, research or money amounts needs a labelled source link. Numerical performance claims, financial prescriptions and claims of internal research are held for review even when a link is present. Prices in the wrong currency for the target market and duplicates are rejected.
No invented numbers
A held draft stays unpublished. Adding a link does not release it: the claim has to be rewritten or removed until the text passes the checks. The number of articles published per day is capped, so volume never outruns the checks.
What the checks do not do
The checks look for a source link; they do not open the source or confirm that it supports the claim. They are rule-based and can miss a claim that is paraphrased or split across paragraphs. They do not check for plagiarism against the web. Read articles as general guidance, not as advice for your account.
Product and solution pages
Pages that describe Valkiria are written together with the product code and describe features that exist in the product today. Prices and plan limits are read from the live billing plans. Product changes are listed in the changelog.
Corrections
If you find an error, write to support@valkiria.pro with the link and what is wrong. We check the report and correct or remove the text.