AI Lesson Planning for PE: How to Save Hours Every Week (Without Losing the Human Touch)

By Jarrod Robinson · March 8, 2026 · 8 min read

A practical guide to using AI for PE lesson planning in 2026 — real workflows, real examples, and honest advice on what works (and what doesn't).

I'm going to be honest with you — when AI first started making headlines in education, I was sceptical. I've spent 15+ years testing every piece of technology I can get my hands on in PE, and most of it ends up collecting dust. But AI lesson planning? This one actually stuck.

Not because it replaces what we do — it doesn't. But because it handles the parts of lesson planning that eat up our evenings and weekends: the formatting, the differentiation notes, the assessment criteria, the "I need 12 variations of this activity for different ability levels" problem.

Here's what I've learned after using AI tools for PE lesson planning every single week for over a year — what actually works, what's a waste of time, and how to get started without becoming a prompt engineer.

Why PE Lesson Planning Is Different

Before we dive in, let's acknowledge something that classroom teachers don't always understand: PE lesson planning is fundamentally different from planning a maths or English lesson.

We plan for movement, not desks — space, equipment, and safety are non-negotiable considerations
Every lesson needs multiple ability levels running simultaneously
Weather changes can throw out an entire day's plan in 10 minutes
We often teach 6-8 different year levels in a single day
Assessment looks completely different — you can't just mark a worksheet

This means generic AI lesson planners built for classroom teachers are mostly useless for us. You need tools that understand PE-specific context — equipment constraints, space requirements, safety considerations, and the reality that 30 kids moving at once is very different from 30 kids sitting still.

5 Ways AI Actually Saves Time in PE Planning

Here are the five workflows where I've seen the biggest time savings — not theoretical "AI could do this" ideas, but things I actually do every week.

1. Generating Activity Variations in Seconds

This is the killer use case. You know that game your Year 5s love? AI can generate 10 variations of it in under a minute — easier versions for younger students, harder versions for your athletes, and adapted versions for students with different needs.

Before AI, I'd spend 20 minutes brainstorming modifications for a single activity. Now I get a starting point instantly, keep the ideas that work, and discard the rest. It's not about using everything AI suggests — it's about having raw material to work with instead of staring at a blank page.

Real example: I needed a warm-up game for a mixed-ability class doing a basketball unit. I described the constraints (indoor court, 28 students, Years 3-4, some with limited mobility) and got back five options. Two were brilliant. One I'd never have thought of. The other two went straight in the bin. That's a win.

2. Writing Differentiated Learning Outcomes

If your school requires differentiated outcomes for every lesson (and let's be honest, most do now), you know the pain. Writing "developing," "proficient," and "extending" outcomes for every lesson across every year level is hours of work.

AI handles this brilliantly. Give it your main learning intention and it'll generate differentiated outcomes aligned to your curriculum framework. You'll still need to review and tweak — AI doesn't know your specific students — but it cuts a 30-minute task down to 5 minutes.

3. Creating Assessment Rubrics

This is where most PE teachers lose entire weekends. Building a rubric from scratch for a gymnastics unit? That's an afternoon. AI can generate a solid first draft in seconds — with criteria, descriptors, and progression levels that actually make sense for physical skills.

The trick is being specific. Don't just ask for "a gymnastics rubric." Tell it the specific skills (forward roll, cartwheel, balance sequence), the year level, how many levels you want, and what your school's assessment language looks like. The more context you give, the less editing you'll need to do.

4. Building Unit Overviews and Scope & Sequences

Start-of-year planning used to take me a solid week. Now I can generate a draft scope and sequence for an entire year level in minutes. It's not perfect — you'll always need to adjust for your school's calendar, available equipment, and facility access — but having a structured starting point is infinitely better than a blank spreadsheet.

AI is particularly good at ensuring you've got balanced coverage across strands. It'll flag if you're heavy on games and light on gymnastics, or if you've got no dance unit in the whole year. Things that are easy to miss when you're planning in isolation.

5. Writing Report Card Comments

I saved the most popular one for last. If you've ever had to write 150+ report card comments in a week, you know the struggle. AI can generate personalised, curriculum-aligned comments based on the student's achievement level and the skills covered in your unit.

This isn't about being lazy — it's about being realistic. You still review every comment, adjust the language, and add personal observations. But the structural work — matching outcomes to achievement descriptors, varying sentence structure across 150 comments — that's exactly what AI should be doing.

What AI Can't Do (And Shouldn't Try)

I'd be doing you a disservice if I didn't talk about the limitations. AI is a tool, not a teacher. Here's where it falls short:

It doesn't know your students. AI can't tell you that Jordan needs extra time transitioning between activities, or that Group 3 can't work together unsupervised. That context lives in your head, and it always will.
It can hallucinate confidently. I've seen AI suggest activities with equipment that doesn't exist, or safety practices that are flat-out wrong. Always review with your professional judgement.
It can't read the room. The best PE teachers adjust on the fly — cutting an activity short because energy is low, extending something because kids are in flow. No AI does this.
It doesn't replace relationships. The reason your students love your class isn't your lesson plan — it's you. AI helps with the paperwork so you can spend more energy on the human stuff.

How to Get Started (Without Overwhelm)

If you're new to AI in PE, don't try to overhaul everything at once. Here's my recommended approach:

Week 1: Pick One Pain Point

What's the task you dread most? Report comments? Rubric building? Activity differentiation? Start there. Use AI for just that one thing and see how it feels.

Week 2: Refine Your Process

By week two, you'll have learned what kind of prompts work and what doesn't. You'll realise that "give me a lesson plan" produces generic rubbish, but "give me three progressive lead-up activities for overhand throwing with Year 4 students, using only bean bags and cones, in a 15m x 15m space" gets you gold.

Week 3: Expand to a Second Use Case

Once you've got one workflow humming, add another. Maybe you started with report comments and now you try rubric generation. Build slowly and each piece becomes part of your routine.

Week 4: Share What's Working

Tell your PE faculty. Show a colleague. The best professional development happens when teachers share practical wins, and AI in PE is still new enough that most of your peers haven't tried it.

The Tools That Actually Work for PE

I've tested dozens of AI tools over the past two years. Most are built for classroom teachers and don't understand PE context. Here's what I actually recommend:

PE-specific AI tools — purpose-built for physical education. These understand equipment, space, safety, and curriculum frameworks. They'll always give better results than generic tools because they've been trained on PE context.
General AI assistants (ChatGPT, Claude, Gemini) — useful for brainstorming and writing tasks, but you'll need to provide a LOT of context about PE-specific requirements. Good for report comments and rubric text.
Curriculum-aligned platforms — some newer platforms connect AI to your specific curriculum (Australian, US, UK, etc.) so outputs are automatically aligned. This saves significant editing time.

The key difference is specificity. A generic AI tool will give you a generic lesson plan. A PE-specific tool knows that "striking and fielding" means cricket and softball, not hitting a desk with a ruler.

A Real-World Example: Planning a Striking & Fielding Unit

Let me walk you through how I'd use AI to plan a 6-week striking and fielding unit for Year 5/6. This is exactly what I do — no theory, just practice.

Generate the unit overview — I describe the unit (6 weeks, 2 x 50-minute lessons per week, Year 5/6, outdoor oval, class of 28) and ask for a progressive scope with learning outcomes for each week.
Review and adjust — AI suggests starting with throwing/catching fundamentals. I know my class already has these down, so I shift Week 1 to batting grip and stance instead. Takes 2 minutes.
Generate activities for each lesson — For each week, I ask for 2-3 activity options with progressions. I pick the best ones, modify for my equipment (we've got 15 bats, not 28), and slot them in.
Build the assessment rubric — I describe the key skills (batting technique, fielding positioning, game sense) and ask for a 4-level rubric. Edit the descriptors to match our school's language. Done in 5 minutes.
Create differentiation notes — For each lesson, I ask for modifications for students who need support and extension. AI gives me options, I pick what fits my students.
Write the parent communication — A quick note about what we're learning, what to wear, and any equipment to bring. AI drafts it, I personalise it. 1 minute.

Total time: about 45 minutes for a complete 6-week unit. That same unit used to take me 3-4 hours. That's not a small improvement — that's getting your Sunday afternoon back.

The Honest Truth About AI and Teaching

Here's what I tell every PE teacher I work with: AI makes good teachers faster. It doesn't make bad planning good.

If you understand your students, know your curriculum, and can recognise quality PE when you see it — AI is going to save you hours every week. It handles the production work so you can focus on the craft.

But if you're hoping AI will think for you, you'll end up with lessons that look professional on paper and fall flat in the gym. The human judgement part — knowing when to push, when to pull back, when to throw the plan out entirely — that's still 100% you.

And honestly? That's the way it should be.

Try It for Free on ConnectedPE

If you want to see what PE-specific AI lesson planning actually looks like, ConnectedPE's AI tools are built exactly for this. The PE Games Generator, Report Card Comment Writer, and Assessment Rubric Builder are all designed specifically for PE teachers — no prompt engineering required.

You can register for free and get started with credits to try everything. No credit card, no commitment — just tools that actually understand what you teach.

Because at the end of the day, the best lesson plan is the one that gives you more time to do what you became a PE teacher for — being out there with your students, not stuck behind a screen.

Tags: AI, Lesson Planning, PE Technology, Teaching Tips, Productivity