Editorial Standards
These standards explain how gAIcko researches, writes, reviews and corrects the guides, glossary entries and articles published across this site. Last updated: July 2026.
In short
gAIcko content is drafted with AI assistance, reviewed by a human before publication, written in plain English, sourced from primary documentation and our own delivery experience, and never padded with invented statistics, fabricated case studies or unverifiable superlatives. Corrections are made on request.
- AI-assisted drafting with human review before publication
- No invented statistics, testimonials or unverifiable claims
- Plain English written for operators, not engineers
- Corrections issued when an error is identified
Who writes our content
Articles are published under gAIcko Editorial, the collective byline for our editorial process. We do not attribute content to invented authors or fictional experts. Editorial responsibility sits with gAIcko.
How AI is used
We use AI tools for research summarisation, drafting and editing, consistent with the way we advise clients to use AI: as an accelerator under human oversight. Every published page is reviewed by a person who is accountable for its accuracy, tone and usefulness before it goes live.
Accuracy and sourcing
Explanations are grounded in primary vendor documentation, published standards and our own delivery experience. Where something is an opinion or a judgement call, we say so.
- No fabricated statistics, benchmarks, traffic figures or revenue claims
- No invented client testimonials or case studies
- No 'best' or 'leading' claims that cannot be verified
- Client work is described only with the permission and detail we are able to share
Updates and corrections
AI tooling changes quickly, so pages are revised as products and practices change rather than left to age. If you find an error, email admin@gaicko.com and we will correct or clarify the page.
Commercial independence
Our guides are not paid placements. Where we mention a tool we work with, we describe it because it is relevant to the subject, not because of a commercial arrangement.
Frequently asked questions
Is gAIcko content written by AI?
It is drafted with AI assistance and reviewed by a human before publication. A person is accountable for the accuracy of every page.
Why are there no statistics in your guides?
We only publish figures we can stand behind. Rather than cite unverifiable industry numbers, we explain mechanisms and trade-offs.
How do I report an error?
Email admin@gaicko.com with the page and the issue, and we will correct or clarify it.