How we built tools to search through the Mandelson filespublished at 18:56 BST
By Barbara Metzler
A first look at what the latest batch of Mandelson files reveals can be done by simply checking for words like “Starmer”, “Trump” and “tariffs”.
To go deeper into the documents requires a more detailed search, and we’re using artificial intelligence (AI) to help us do that.
AI can do more than search for a particular word, it can also return results based on its meaning. So rather than return results for just the word “embarrassing” it will look for language that meets the definition too.
Of course, anything the AI tool reveals will be double checked by journalists who will read the original source. Using artificial intelligence just speeds up the process of finding the most relevant documents.
With more than 1,500 pages of material about Mandelson released today, we also need resources that can help BBC journalists navigate them at speed.
We’re using tools we developed when the US Department of Justice released documents about convicted sex offender Jeffrey Epstein. The tool we developed allows us to download large files and split them into manageable chunks.

More than 1,500 pages of files - spanning three volumes - were published on the government website earlier on Monday












