How teachers are using AI to get started quicker (without adding to their load)

Teachers are juggling full timetables, growing expectations, and shifting curriculum demands. At the same time, AI keeps popping up in conversations. For some, that’s exciting. For others, it can feel like just one more thing on an already very full plate.

But in schools, teachers aren’t using AI to overhaul everything or hand over their professional judgement. They’re using it in small, practical ways, especially when it’s easy to adopt and genuinely saves time.

Most often, that means reducing the manual heavy lifting of admin tasks and easing the cognitive load of starting from scratch.

Because ultimately, the goal isn’t to add something new to your workload. It’s to save time, reduce cognitive load, and free you up to focus on what matters most: teaching and supporting your students.

Drawing on insights from our new AI Guide for Educators, this piece shares a snapshot of a few simple, realistic ways educators are shifting the work away from “starting from zero” and towards curating, refining, and editing.

Reframing AI: Think “junior assistant,” not “expert”

One helpful way teachers are approaching AI is by imagining it as a new graduate teacher in the department.

Fast. Helpful. Capable. But imperfect. 

You wouldn’t take a new staff member’s draft and publish it without reading it. You’d scan it, tweak it, adjust tone, and ensure curriculum alignment. AI is the same.

That mindset reduces risk and builds confidence:

• You’re still in control with full oversight
• You review and edit before anything is final
• You refine for your classroom or student context

When confidence is low, it’s often because expectations are too high. AI doesn’t need to be perfect to be useful. It just needs to give you momentum.

The blank page support system

One of the most common ways teachers are getting started with AI is simply using it to ease the cognitive load and manual labour of the blank page.

AI can really just help to not stare at a blank page. It gives you that initial start, and then you can go in and refine. — Sarah-Eleni Zaferis, Teacher and School Enablement Leader at Atomi

Here are three practical entry points using general AI tools.

1. Draft a lesson outline in minutes

Instead of spending 30–60 minutes structuring a lesson from scratch, teachers are prompting AI to generate a first draft aligned to the curriculum. Then, they’re adjusting pacing, examples, and activities.

A simple prompt structure:

• Create a detailed lesson outline for a Year [X] [Subject] class on [Topic], aligned to the [Curriculum]. Include learning intentions, success criteria, key activities, formative assessment ideas, and differentiation strategies.

From a cognitive load perspective, this is super handy because the structure is scaffolded for you. Your working memory isn’t juggling sequencing, wording, and alignment all at once.

2. Generate draft explanations (then tailor them)

Explaining an idea clearly, especially in age-appropriate language, can take careful thought.

Teachers are using AI to draft initial explanations and from there, prompting AI to: simplify language, insert analogies, adjust reading level, and more.

For example:

• Explain [concept] for a Year [X] class in clear, age-appropriate language. Include a real-world example and a common misconception.

From there, you can refine with prompts like:

• Rewrite at a lower reading level.
• Break this into step-by-step stages.
• Add an analogy suitable for 13-year-olds.

Again, the professional judgement remains yours. You have all the freedom to take that draft and give it a heavy edit or to make a few tweaks, whatever feels right to you. The draft just gets you moving.

3. Create marking rubrics faster

Rubric writing can be time-consuming work, particularly when you’re aligning criteria, performance bands, and curriculum language. 

Instead of building every criterion line-by-line, teachers are using AI to draft a structured version first.

Try this generic rubric prompt: 

• Generate a [Year/Level] [Subject] [Assessment Type] rubric with [Number] performance bands and concise descriptors, aligned to the [Curriculum Name]

The mental effort shifts from “constructing” to “evaluating and refining,” which is often less taxing and faster. 

Head to our AI to find prompts for investigation rubrics and essay assessment rubrics.

Moving beyond general tools: Classroom-specific AI

Generic AI tools can be helpful for drafting ideas. But they weren’t built for classrooms.

Increasingly, teachers are turning to education platforms that embed AI directly into teaching and learning workflows. Recent research has found that the most effective use of AI in education happens when it’s integrated into pedagogically designed learning spaces. Platforms like Atomi combine AI with curriculum alignment, assessment tools, and classroom insights.

The difference is context.

Instead of generating generic content that teachers then need to check and adapt, classroom-focused platforms are designed around real teaching practice. Lessons align with curriculum outcomes. Assessments connect to what students are learning. Insights help teachers see where support is needed next.

Let’s take a look at two practical AI tools from Atomi that are designed to support both teachers and students.

1. Closing the feedback loop (without burning out)

Research consistently shows that feedback is most effective when it’s timely, specific, and actionable. But the challenge is capacity.

Doing high-quality feedback for every student is beyond human capacity. You might have three to five minutes per student, and within that, you could have up to 30 kids. So how do you break yourself into 30 different pieces? It just doesn’t happen. You’re one person in a sea of many, and it’s very difficult. We can do that for major assessment tasks, but it’s not possible at scale. — Sarah-Eleni Zaferis, Teacher and School Enablement Leader at Atomi

Students can receive immediate guidance while you maintain oversight, with AI-powered feedback features such as:

• AI auto-marking student responses
• Personalised AI-driven feedback: what went well, where to improve, next steps
• Feedback structured for learning based on relevance, accuracy, and depth
• Teachers can review student responses and use them to gauge understanding

This means students get feedback while they’re still in the momentum of learning. 

This doesn’t remove teacher oversight; it reduces the repetitive parts of the assessment cycle: collecting work, marking it, writing responses, returning it, and then carving out time for students to act on that feedback. 

By streamlining assessment efficiency and improving feedback consistency, AI can ease that constant back-and-forth, freeing up your energy for deeper conversations, targeted intervention, and the professional judgement that no tool can replace.

2. Curriculum-aligned quiz creation made easy

Writing quizzes can take a lot of time, especially if you want them to be meaningful, aligned to the curriculum, and tailored for different learners. 

A powerful time-saver is Atomi’s AI-powered quiz tool, which empowers educators to generate high-quality, curriculum-aligned quizzes in minutes.

Instead of starting from scratch, teachers can generate high-quality, curriculum-aligned quizzes in minutes. From there, you can:

• Review and edit to suit your class or teaching style
• Adjust difficulty to challenge different learners
• Personalise questions for students who need extra support
• Control tone and format, from fun and conversational to a more formal assessment

This means you can start with a strong draft and then refine it manually or prompt AI to refine it to your classroom needs further.

Example prompts to refine:

• Write this quiz in a fun, conversational tone for Year 5 students
• Turn this content into a quick-fire ‘true or false’ quiz.
• Increase the challenge by adding scenario-based or problem-solving questions
• Personalise questions for a student who struggles with key vocabulary

The quiz generator is perfect for low-stakes checks for understanding, quick revision tasks, or as a starting point for more complex assessments. Plus, the AI-feedback on quiz responses has been designed to support learning.

We're continuously working to adapt feedback and outputs to the age and context of the learner so it's accessible, encouraging and genuinely useful. — Ian Astalosh, Senior Machine Learning Engineer at Atomi

More practical AI tips for teachers 

AI is a tool that can help you get a head start. From drafting lesson outlines to rubrics, quizzes, and feedback, it helps you start faster, reduce mental load, and focus on the moments that matter most.

For more practical tips and prompts, check out the full practical AI Guide for Educators.