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In this article

In this article

The research library

What the evidence says about making AI work inside a real organisation: why pilots stall, what your data has to look like first, and what happens to the costs between a pilot and the real thing. Each figure links to the study it came from.

Shelved volumes in a reading room
Research on what it takes to make AI work inside a real organisation.

Published reports

In preparation

An original benchmark on enterprise documents

Three open-weight models tuned on invoices, filings, purchase orders, safety data sheets and mixed-script records, measured against a frontier model on accuracy and speed.

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Citation library

Every source the reports lean on, linked back to whoever published it. Where a study is behind a subscription, the link goes to public reporting of it, and the note says so.

Links open on the publisher's own site

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