The idea of creating a whole course in minutes sounds futuristic, but for many UK schools it is becoming a practical reality. Generative AI tools now allow teachers to generate lesson plans, teaching resources, quizzes, and even full curriculum sequences with minimal typing. The UK government has recognised this potential, investing millions to support schools in adopting AI responsibly. This article explains how schools can use AI for course creation, what the official guidance says, and what you need to consider before getting started.
What the UK Government Says About AI in Education
The Department for Education (DfE) has published clear guidance stating that generative AI can help reduce administrative burdens for teachers and can be used for creating educational resources, lesson planning, and feedback. The DfE encourages teachers to use professional judgement and check the accuracy of any AI-generated content. In 2025, the government invested £3 million in a content store for AI models and £1 million in the AI Tools for Education competition to develop tools specifically aimed at reducing teacher workload. These investments signal that AI course creation is not just a trend but a supported path for schools in England.
How AI Course Creation Actually Works
AI course creation tools work by taking a prompt from a teacher and generating structured content in seconds. A teacher might type a request like “create a six-lesson unit on the water cycle for Year 5” and receive a full sequence of lesson objectives, activities, worksheets, and assessment questions. Teachers are allowed to use AI for lesson planning, creating resources, marking work, and giving feedback, provided they apply their own expertise and check for errors.
One real example is Oak National Academy’s AI-powered lesson assistant, Aila. According to official reports, Aila saves teachers around 3 to 4 hours per week in lesson planning. That is time that can be redirected toward direct instruction, pupil support, or professional development. For a secondary school teacher juggling multiple classes, a 3-hour saving each week quickly adds up over a term.
Beyond lesson planning, AI can help build entire courses by generating consistent learning outcomes, sequencing topics logically, and producing reusable resources. Some platforms even allow schools to customise content to match their own curriculum maps, exam board specifications, or SEND requirements, all within a few clicks.
Training Teachers and Leaders to Use AI
Using AI effectively requires more than just turning on a tool. Teachers need practical skills such as writing good prompts, evaluating AI outputs for accuracy and bias, and integrating AI-generated resources into their existing teaching. School leaders need strategic AI literacy to evaluate tools, write policies, oversee safeguarding, and build a culture of responsible use. Most existing training courses focus on one group, not both, which can leave a gap in a school’s readiness.
The DfE and the Chartered College of Teaching have produced free online modules that are described as the strongest free starting point for all staff. For schools wanting more structured support, paid options exist. Creative Education offers a Smarter Schools AI training package priced at £495 plus VAT per primary school and £695 plus VAT per secondary school, with unlimited staff access. That cost covers the whole school, making it a cost-effective choice compared to paying for individual teacher courses.
Despite these options, the Pearson School Report 2025 found that 23% of teachers said they are not confident using AI, only 9% felt confident teaching AI, and 42% believed AI should be included in teacher training. This highlights a clear need for schools to invest in staff development alongside acquiring the technology.
Test the revolution yourself join 100s of teachers making the leap, and engaging students with tools custom built for all learning needs. We offer a 14-day free trial with no payment upfront, followed by £20 per month, so teachers and schools can test the Discourse AI course generator themselves.
Building an AI Policy for Your School
Before rolling out AI for course creation, schools need a clear policy covering safe and appropriate use. The DfE Technology in Schools Survey 2024-25 revealed that only around one fifth of schools had such a policy in place: 34% of secondary schools and just 20% of primary schools. That means most schools are operating without formal guidance, which can lead to inconsistent use, data privacy risks, or accidental bias in AI-generated materials.
A good AI policy should cover how teachers and students can use AI tools, what data can be entered into public AI models, who checks AI outputs before they reach pupils, and how to handle errors or inappropriate content. The DfE guidance warns that AI-generated content can be inaccurate, biased, inappropriate, or infringe intellectual property, so a policy ensures everyone knows their responsibilities.
The Risks to Consider
While AI can speed up course creation, it is not without drawbacks. The DfE policy paper specifically warns about AI “hallucination” where the model invents plausible-sounding false information, as well as risks of bias and data privacy breaches. Schools must never share personal or sensitive pupil data with public AI models. All AI-generated resources should be reviewed by a subject specialist before use.
Another risk is over-reliance. Teachers remain irreplaceable in the classroom. The Education Hub blog explicitly states that teachers are irreplaceable, and AI is a tool to support them, not replace them. The David Game College “teacherless” classroom experiment in London, which used adaptive platforms and VR for a small group of GCSE resit students, is a single private pilot, not a nationwide trend. Most schools will use AI to augment teaching, not automate it entirely.
Frequently Asked Questions
Is it allowed for teachers in UK schools to use AI for lesson planning?
Yes. The UK government’s official guidance states that teachers can use AI for lesson planning, creating resources, marking work, and handling administrative tasks, as long as they apply professional judgement and check the accuracy of outputs. AI is a tool to support teachers, not a replacement for their expertise.
How much does AI training cost for a whole school?
Costs vary. Creative Education offers a Smarter Schools package at £495 plus VAT for primary schools and £695 plus VAT for secondary schools, with unlimited staff access. Free options include the DfE and Chartered College of Teaching modules, which are recommended as the strongest free starting point for all staff.
Do we need a separate AI policy for our school?
Yes, it is strongly recommended. Only around one fifth of schools currently have an AI policy. The DfE advises that schools should have a policy covering safe and appropriate use, data privacy, accuracy checks, and safeguarding. Secondary schools are more likely to have one, but primary schools are still catching up.
Can AI help reduce teacher workload significantly?
Yes, early evidence is positive. Oak National Academy’s AI lesson assistant, Aila, reportedly saves teachers around 3-4 hours per week in lesson planning. When used properly, AI can free up time for direct teaching and pupil support, though teachers must still use their own judgement and check all AI-generated content.
AI course creation offers UK schools a practical way to reduce workload while maintaining high standards. With clear government backing, growing training options, and real examples like Aila saving hours each week, the path forward is becoming clearer. Schools that invest in staff training, write thoughtful policies, and always check AI outputs can use this technology to create courses in minutes without compromising quality or safety.