Plan AI adoption
Identify where AI can help teaching, learner support and operations. We review tools and suppliers, then align data, policies, access and responsibilities with your educational priorities before introduction.
Secondary, further & higher education
Make AI work for your institution.
We help schools, colleges and universities choose suitable AI tools, prepare their staff and put the right data and governance foundations in place. Our advice connects practical adoption with responsible use and assessment integrity.
Where we can help
Practical support for your AI priorities.
Build staff confidence
Turn uncertainty and conflicting advice into practical skills. Our training uses your approved tools, policies and everyday tasks in teaching, assessment and professional services.
Protect learner and institutional data
Learner work and records can leave approved systems through prompts and file uploads. We help address data leakage, supplier data use and rights in teaching and learner materials.
Strengthen assessment integrity
Does a submission demonstrate the learner’s own understanding? We help academic teams clarify permitted AI use, strengthen assessment design and respond fairly and consistently to authenticity concerns.
Support responsible learner use
Give learners clear expectations and support to question AI outputs. We help develop AI literacy and consider accessibility, additional learning needs and age-appropriate safeguards.
Evaluate quality and value
Evaluate evidence of educational benefit and workload effects in an agreed pilot. We assess output quality, accessibility, staff checking effort and cost, and make the findings and limitations clear to support a decision to continue, adapt or stop.
Founder-led expertise
Experience behind our advice
Founder Onur Demirci brings teaching experience across state secondary, sixth-form, college and university education, alongside university course leadership, supported by a Cambridge MEd in Mathematics, QTS and FHEA. This pedagogical perspective informs our work on AI policies, practical integration and learning for leaders, teaching teams, support staff and students.
Before we begin