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Writing

Notes from inside the work.

Long-form writing from a working AI consultancy: what audits actually find, what automation costs, where pilots die, and how to make AI pay for itself in an ordinary British business.

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LatestAI news

New model speeds up tax workbook work for UK SMEs

A next generation model completes a 50 tab tax workbook in half the time of the earlier version with stronger understanding of user intent. For Wales and UK SMEs this signals practical gains in finance and admin workflows.

Published
5 October 2026
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