Defra says it used AI to turn two days’ worth of workshop material into interactive online learning in less than a day. The trial shows how the department hopes to make staff expertise easier to share, while leaving subject-matter experts in charge of judgement and review.
Watch Desk analysis
What happened
Defra’s digital, data, technology and security blog describes a proof of concept with specialists Immersive Fox. The team used non-sensitive, non-official source materials to create learning pathways with videos, transcripts and quizzes. Agile and product management courses were the first content for a new e-learning platform, alongside templates and guidance for other teams.
Nathan O’Gara, writing for the department, says AI helped turn material that would usually be delivered in a two-day workshop into online learning in under a day. The team could then spend more time improving content, reviewing outputs and checking that the learning met users’ needs. UKAuthority’s account also says Defra is continuing to evaluate the results.
Why it matters
This is a practical example of AI being used to package existing expertise for wider use, rather than to replace the people who hold it. If the approach works, staff could access shorter training when they need it, while subject-matter experts spend less time repeating the same sessions and more time on coaching and support.
The useful detail is the workflow: AI assists with making learning materials, while people review and improve them. Defra says the trial used non-sensitive, non-official input materials; the article does not establish how the approach would handle more sensitive content or how much it improves learning outcomes.
Our read
Turning a two-day workshop into a first draft of online learning in under a day is a credible productivity gain, provided the saved time goes into better teaching rather than simply producing more slides at speed. Defra’s emphasis on human judgement is the right one. A course that is quicker to make is only useful if it is also accurate, clear and worth taking.
What to watch
- Whether Defra publishes evidence on learning quality and outcomes.
- Whether other teams adopt the templates and approach beyond the initial courses.
- How much review and expert time is still needed as the material is scaled.
Discussion spark: When AI helps turn staff expertise into training, should the main measure of success be how quickly courses are made, or whether people learn more effectively?
Sources and evidence
- Source update (12 October 2026, 00:00 UTC)
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