How We Use AI & Tools

How we use AI & tools

MarketRadar uses AI tools in three places: drafting, checking and illustrating. AI never decides what is true.

Drafting

Articles are drafted with AI assistance from verified reporting and market data. Every draft is then checked the same way, whether a person or a tool wrote the first words: key facts against two or three independent sources or market data, and the full text against our originality, AI-pattern and banned-word checks. A story that cannot be verified is not published.

Checking

Before any article goes live it must pass automated pre-publish checks: an originality check against the source texts, an AI-pattern check, a banned-word check, and a publish QA gate covering broken internal links, title length, duplicated paragraphs and links to removed posts. A failed check stops the article from being published.

Illustrations

Most article illustrations are AI-generated images. They are labelled "Illustration: MarketRadar" under the image. Charts in analysis articles are drawn from market data, not generated as pictures, and are labelled "Chart: MarketRadar". Illustrations never show real people in real news events, and no illustration is presented as a photograph of an event.

What AI does not do

AI does not choose what to publish, does not invent prices, quotes or facts, and does not give financial advice. Final responsibility sits with MarketRadar's desk: when an error is confirmed, it is corrected and recorded on the Corrections page.

Questions

If you have questions about how a story or image was produced, email contact@marketradarpk.com.