School Case Studies
Moving Schools from Consumers to Creators
How agentic coding is changing who gets to design school systems
<p>Most discussion about AI in education still sits at the classroom level. Lesson planning, feedback generation, resource creation. Useful work, but not the whole story. I've been thinking more about the infrastructure that sits behind teaching and learning, the systems that hold a school together.</p>
<p>In my roles in schools, alongside a background in IT and university-level software systems and coding, I sit at the intersection of pedagogy and infrastructure. Increasingly, that means helping schools think about the systems they rely on and whether they should be buying them or building them.</p>
<h2>Building a Work Placements Platform</h2>
<p>Over the past month, between the usual pace of term and the interruption of school holidays, we've been building a platform to manage our student work placements from start to finish. It tracks the full life cycle of placements, from initial student interest through to completion. Students, staff, parents and employers each have their own view. They log in, see what matters to them, and move the process forward without endless email chains or scattered documents.</p>
<p>We are now close to testing and launch.</p>
<p>That timeline is the point. Not long ago, building something like this internally would have taken far longer or been ruled out entirely. The usual pathway would have been to search for a vendor, adapt processes to fit their platform, and accept the compromises that came with it. Instead, we've been able to design the system around how the school actually operates and build it rapidly. When something didn't quite fit, we adjusted it. When a new requirement emerged, we extended it.</p>
<h2>Schools Are Starting to Design Their Own Infrastructure</h2>
<p>Agentic coding does not just make development faster. It changes who gets to design systems in the first place. When educators and school staff can describe workflows in plain language and see them translated into functioning software, the distance between idea and implementation shrinks. Schools move from being consumers of technology to designers of their own infrastructure.</p>
<p>There is understandable anxiety here. Data security and privacy are front of mind for good reason. We are seeing tools built quickly with AI support, sometimes without the depth of technical understanding required to secure them properly. That risk is real. Poorly secured systems have no place in schools.</p>
<p>Any internal platform handling student or staff data needs proper authentication, permissions, audit trails, secure storage and clear governance. Rapid development is only valuable if it is paired with responsible implementation. The goal is not for schools to build everything themselves. The goal is to build thoughtfully where it makes sense, and to do so securely.</p>
<h2>Why Work Placements?</h2>
<p>A work placements system is a useful example because it touches so many stakeholders. Students need clarity around timelines and requirements. Staff need oversight and compliance checks. Parents want visibility. Employers need straightforward ways to engage. Trying to manage that across generic tools is possible, but rarely elegant. Designing something specifically for the context of a school makes a noticeable difference.</p>
<p>Once a school has successfully built one system, even a contained one, the mindset shifts. The question becomes less about whether something exists on the market and more about whether it should be built locally. That is a very different starting point.</p>
<h2>What This Means for Schools</h2>
<p>We are still early in this shift. Most schools are experimenting at the edges. A few are building more deliberately. As this continues, capability will matter as much as creativity. Schools will need people who understand both learning and infrastructure, both classroom practice and the systems that support it.</p>
<p>The long term impact of AI in education will not be measured only in classroom tools. It will be seen in how schools design the systems that support learning, work and community.</p>
<h2>Let's Talk</h2>
<p>If your school is thinking about building internal platforms, whether for workflows, data, automation or whole-school systems, I'm always open to a conversation. I work with schools to explore concepts, design secure architectures, and move from idea through to implementation in a way that is sustainable and safe.</p>
<p>You're welcome to <a href="/contact">get in touch</a> to talk through what might be possible in your context.</p>