And how iTRACK’s Ofsted Evidence uses AI to do the heavy lifting for schools
The death of headteacher Ruth Perry following an Ofsted inspection shocked the education sector and triggered a national debate about the pressure school leaders face from inspections.
In response, Ofsted introduced a new inspection framework in November 2025, promising a more balanced and humane approach. The removal of the single overall judgement and the introduction of a report card system covering five standards were widely presented as a major reform designed to reduce the blunt impact of inspection outcomes.
But as many school leaders are beginning to discover, the new system may not simply be different — it is actually much more demanding.
Behind the new report card lies an inspection toolkit containing hundreds of potential lines of enquiry — approaching 400 bullet points across the five standards. While the headline grade has disappeared, the number of points that schools must demonstrate they are doing well, has expanded dramatically.
Furthermore, under previous frameworks, inspection judgements often worked on a “best fit” principle. Strengths in some areas could offset weaker areas in others, allowing inspectors to reach a balanced professional judgement about a school’s effectiveness.
The new model is different
With so many lines of enquiry now available, schools may need to demonstrate clear evidence across far more individual aspects of school life. If the evidence in a particular area is weaker, the evaluation is likely to default to the lower standard. The stakes have been raised. Some elements, such as safeguarding, remain binary: it is either met or not met.
The Growing Complexity of School Self-Evaluation
For school leaders, this shift has a major implication. Self-evaluation has become significantly more complex.
Leaders now need to understand how their provision aligns with hundreds of possible inspection lines of enquiry, while also demonstrating impact, improvement and consistency
across the organisation.
Listening to the Four Key Stakeholders
To truly understand how a school is performing, leaders need insights from the people who experience the school every day:
- Teachers
- Pupils
- Parents
- Governors
Each group sees the school from a different perspective. When their voices are combined, they create a powerful picture of how the school is really functioning.
Turning Evidence into Insight
Collecting this feedback is not particularly difficult, if the surveys relate to the new structure and lines of enquiry. The real challenge lies in processing large volumes of responses, identifying patterns and turning that information into meaningful action points.
This is where AI can help
AI tools are exceptionally good at analysing large amounts of information quickly and identifying patterns that might otherwise be missed. When applied to school self-evaluation, AI can analyse voluminous stakeholder feedback, highlighting strengths and
concerns, and helping leaders to prioritise improvement actions.
Doing Heavy Lifting for Schools
At iTRACK, we recognised that the complexity of the new Ofsted framework means schools
need better tools to understand their evidence.
That’s why we created the Ofsted Evidence system, designed to do the heavy lifting for schools. By gathering structured feedback from teachers, governors, parents and pupils — and using AI to analyse the results — schools can quickly build a clear and robust evidence
base. Leaders can see where the school is strong, where improvement may be needed, and how different stakeholders perceive the school.
A Harder Framework — but Smarter Tools
The new Ofsted framework may have been designed to soften the impact of inspections by removing single headline grades. Yet the introduction of hundreds of potential lines of enquiry means the complexity of demonstrating school effectiveness has increased
significantly.
Ofsted have raised the bar
But with the right systems in place, schools now have the opportunity to take control of their own evidence and improvement narrative. Learn more:
https://www.questionbox.co.uk/ofsted-evidence
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