# How UK.gov's new AI tool is trained on "synthetic emails"

> Source: <https://www.thestack.technology/uk-ai-tool-trained-synthetic-emails/>
> Published: 2026-08-10 14:12:42+00:00

[AI](/tag/ai/)

One of the UK government’s latest AI projects is using OpenAI LLMs to create “synthetic emails” for training an email-sorting system, overcoming a common data blocker for public sector projects.

The government’s AI and Data Readiness team shared details of “Project Kestrel” in a __gov.uk__[ blog post](https://dataingovernment.blog.gov.uk/2026/08/05/how-we-used-ai-to-help-government-manage-its-email-backlog/?ref=thestack.technology) recently, describing how the “end-to-end prototype” used LLMs to create a dataset it could train its central Cuckoo system on.

Senior Product Manager Faye Greasley said the Government Digital Service team created “Tiger Heron”, a synthetic email generator that produced emails appearing similar to the day-to-day communications processed by the public sector without using live data.

She said: “Access to a safe, realistic data set is one of the most common blockers to data innovation in the public sector. Tiger Heron may offer a practical model for getting past it and one that could apply well beyond email.”

**Tigers, Herons, and Cuckoos**

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