A headteacher receives a report that a pupil has been acting out in lessons. Alongside the initial report, there are small additional details. A comment passed on from a teaching assistant. A change in behaviour noted by other members of staff. Something that does not quite fit but is easy to set aside. The situation is approached through the school’s behaviour policy. It is a reasonable response to what the issue appears to be.
But despite the details for a procedurally defensible response being there from the outset, they are not brought together in their entirety. Although nothing is done irresponsibly, the situation ends up being misread from the moment it arrives.
This is one of the most consistent vulnerabilities in school leadership. Leaders feel the need to act quickly without always identifying what different kind of issues are actually unfolding.
A behaviour incident may contain safeguarding elements. A parental complaint may intersect with staff management. A conversation with a pupil may sit somewhere between pastoral care and safeguarding responsibility. School leaders can make hundreds of these judgement calls every term, often under time pressure and with incomplete information. When those judgements are not sound, the consequences can be serious and are seldom the result of bad intent.
Policies exist for all of these domains, and schools operate within well-established frameworks. Yet situations are not known for arriving neatly labelled.
What makes this harder is that leaders rarely face these moments with ideal support around them. Situations seem to always emerge at the end of a long day, or at the start of a new term when institutional memory is thin.
Consider what you would do if the following issue arrived on your desk:
You have received a written complaint from a parent about how a teacher spoke to their child during a lesson earlier this week.
The parent says the teacher questioned their child in front of the class about bruising on their arm, which made the child feel embarrassed and singled out.
The parent describes the interaction as inappropriate and upsetting and has asked what action the school intends to take. They have also indicated they may escalate the complaint to OFSTED.
Once the issue was typed/ copied into the Lantern Leadership Studio a suitably structured response – rooted in the school’s own policies – was produced in less than ten seconds. The Lantern Leadership Studio’s response is available as a downloadable PDF at the end of this blog. Compare it to your own initial thoughts and how long it would have taken you to identify the most appropriate policies, read the policies and structure what you would do next.
Introducing the Leadership Studio
The Lantern Leadership Studio is an experiment in using structured AI to support school leaders when they are facing complex or ambiguous situations. Not to provide answers, but to establish the professional footing of a situation before any decision is taken.
When a situation is entered into the Studio, the system examines it through a structured analysis. It identifies the likely nature of the issue, whether it sits primarily within safeguarding, behaviour, complaints, staff management, or another domain. It then highlights pressures the leader may need to consider and points towards defensible next steps grounded in professional expectations and school policy. In practice, it functions as access to specialist school leadership and policy thinking before you act. Not to decide, but to clarify.
The aim is not to replace leadership judgement. School leadership will always require professional responsibility and moral decision-making. The purpose of the Studio is to make the situation itself clearer before action is taken.
Why the Studio is different
Many school leaders have already experimented with tools such as ChatGPT. These are powerful for generating content and answers, but they are not designed to structure professional thinking. They move quickly towards solutions rather than first establishing the nature of the issue being considered.
The Leadership Studio works differently. It is built specifically to slow the process down, to examine the professional footing of a situation before moving towards possible next steps. In doing so, it targets one of the most consistent risks in school leadership: acting before the issue itself is properly understood.
See the Studio in practice
To see how the Studio handles a real, complex leadership scenario (pulling from a particular school’s policies), including how it classifies the issue, surfaces the pressures, and suggests defensible next steps, download the full example analysis.
A primary academy is currently piloting the Leadership Studio. In the second part of this three-part series, we will share what that pilot revealed, including whether establishing clarity before acting changed how leaders navigated difficult situations, and what the evidence suggests about the role structured AI – as opposed to open AI – could play across the education sector.
We will also be looking for a few school’s/ trusts/ local authorities to take part in an expanded pilot (May – July 2026) before making Lantern Leadership Studio more widely available, at the start of the 2026 academic year.
Please note I have shared this information as I was fascinated by the potential of structured AI to help school leaders. I have no pecuniary interest. The person who has developed it, Anthony McNamara, is a friend.
@LeadingLearner 
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