Leading responsible AI adoption in education

Joseph Telfer

CEO and Founder, TopSchool

Joseph works with school leaders to turn AI ambition into a clear, responsible plan for adoption. As CEO and Founder of TopSchool, he connects education strategy with the practical choices needed to move from experimentation to purposeful use.

Responsible AI adoptionEducation strategySchool leadership and governancePersonalised learning infrastructure

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About Joseph

Joseph leads TopSchool’s work with schools and education systems exploring how AI can be introduced with clear purpose, ownership and safeguards. His perspective brings together education, data systems and digital transformation, with a focus on decisions that remain practical beyond an early pilot.

His writing examines how institutions define what AI is for, support teachers, assign accountability and create the conditions for responsible adoption. He connects long-term strategy with the leadership choices that shape implementation in practice.

Areas of expertise

Responsible AI adoption

Clear purpose, leadership accountability, teacher control and safeguards that support confident progress.

School operating models

The connection between people, policy, evidence and technology as schools move beyond isolated pilots.

Education innovation strategy

The choices that turn early AI interest into purposeful adoption with the right support around it.

Partnership and system change

The alignment schools, school groups and implementation partners need to make change last.

Articles by Joseph Telfer

Implementation Leadership perspective 11 minute read

Schools Don't Need Every Teacher to Become an AI Expert

Every teacher needs enough AI literacy to exercise professional judgement. Schools should organise deeper policy, privacy, security, procurement and technical responsibilities around them.

TopSchool cover asking: What counts as evidence of learning now?

Evidence Research synthesis 8 minute read

AI and Assessment in Schools: What Counts as Evidence of Learning Now?

Generative AI changes what a finished assessment can prove. Explore how schools can use output, process and explanation to keep evidence of learning credible.

Explore practical school AI guidance

Find clear, useful articles to help school teams navigate governance, implementation and responsible adoption.

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