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| 3 Nov 2026 | |
| AI in Practice | Ambassador Insights |
Like many of us who look after school community platforms, I initially regarded the relentless hype around artificial intelligence with a healthy dose of British scepticism. Was it truly the dawn of a new era, or just an over-caffeinated Google search with slightly better manners?
Being mercifully unencumbered by a restrictive school IT network, I wasn't marched down the Microsoft Copilot path. I had a brief look at Perplexity, bypassed ChatGPT, and somewhat casually began tinkering with Google's Gemini.
Within a fortnight, I was quietly convinced that what I was doing practically amounted to cheating.
1. Start small: copy and research
It started innocently enough. I asked Gemini to draft sharp promotional copy for upcoming Lerpoolian events and posed the odd convoluted research query. But the real transformation began when I turned it loose on our alumni records.
2. Turn CV entries into stories people want to read
Like most schools, we have a Wikipedia page peppered with former pupils whose deeds (and occasional misdeeds) have been chronicled online. Gemini accomplished two things that fundamentally changed my working week:
A word of caution: Always check your school's data protection policy before upload personal data about living alumni into public AI tools.
Starting with just 1 story a week, The Lerpoolians community now has 500+ news articles, with over 2300 community-generated-comments!
3. Mine your scanned school magazines
Then came the proper eureka moment. We have been working closely with SDS to build our digital archive, which integrates seamlessly into our ToucanTech platform. While we are fundraising to get the complete run of school magazines scanned and uploaded, a small initial batch is already live on the site.
I decided to test the water: I dragged a couple of raw PDF editions straight into Gemini and asked it to cross-reference the pupil lists against broader historical records to spot anyone who went on to notable careers. From just two years of scanned magazines, it unearthed four or five brilliant alumni profiles ready to be turned into bespoke feature articles.

A modicum of archival due diligence remains non-negotiable. AI will occasionally conflate two entirely distinct gentlemen who happened to share an identical surname, the same county of origin, and an uncanny fondness for rowing. Always check AI findings against your own records before you publish.
4. Transcribe honours boards and shields from a photo
Encouraged, I pushed my luck. We had been toying with launching a school archive society to transcribe honours boards, cups and presentation shields. I took a high-resolution photograph of an old silver shield — tarnished silver, awkward reflections, ornate cursive engraving, the lot — and dropped the image into Gemini. It transcribed every single winner's name and date without breaking a sweat.

5. Solve the 360° trophy problem
Anyone who has tried cataloguing sports silver knows the unique irritation of the 360-degree engraving: the names wrap stubbornly around the curved circumference. SDS provides rotating video clips of these artefacts for our archive. Here's how I read them:
Use a screen recorder (I use Snagit) to capture the cup completing one full revolution.
Upload the MP4 straight into Gemini and ask for the engraved text.
Match the winners against magazine entries and your alumni records.
Seconds later, it produced a chronological transcript of every name and date etched around the bowl.
“That single trick alone has saved days of squinting through a jeweller’s loupe.”
6. Make AI your co-editor
Gemini has become my silent co-editor inside ToucanTech's content management system. Rather than wrestling solely with the standard formatting toolbars, I've had Gemini hold my hand through writing bespoke HTML and CSS snippets to paste into our news templates. It sounds technical enough to bring on a mild migraine, but it's remarkably simple once you see the code in action - clean pull quotes, stylish breakout boxes and crisp layouts.
I even upload full scrolling screenshots of the finished page back into Gemini to ask for a critique on whitespace, visual balance and typography before hitting ‘Publish’.
ToucanTech gives us an exceptional engine for running our communities, but marrying it with an intelligent research assistant has elevated what a one-person editorial desk can produce. If you haven’t yet dared to drop an old scanned document or an awkward silver photo into AI, give it a go. Just don’t blame me when you find yourself down a historical rabbit hole at half past ten at night.
— Rog Peach, The Lerpoolians
ABOUT THE LERPOOLIANS
The Lerpoolians are a volunteer-led alumni association of Liverpool College, with 2,000+ online member. Powered by ToucanTech and an SDS-sponsored digital archive.
Visit thelerpoolians.org.uk →