Insights for Teachers & School Leaders

Teacher workload, AI in education, and practical strategies for reducing planning time.

Behind the Build

Every AI lesson tool claims good pedagogy. Ours checks it.

Most AI planning tools say they follow good teaching practice. None of them prove it. We built the rulebook of explicit instruction into the software — so every lesson is checked, and rebuilt if it falls short, before a teacher ever sees it.

23 July 20266 min read
Behind the Build

Building Smart Syllabus Assistant: what teachers actually told me

I did not build SSA from a product roadmap. I built it from conversations with real teachers who told me exactly what was broken, what they needed, and what every other tool got wrong.

5 February 20266 min read
Teacher Workload

Teacher workload in Australia: the numbers behind the crisis

AITSL data shows full-time teachers work a median 50+ hour week. Close to 1 in 3 are thinking about leaving. Here is what the data actually says — and what schools can do about it.

13 April 20266 min read
AI in Education

AI lesson planning for schools: what works and what does not

Schools are adopting AI whether leaders plan for it or not. The question is whether the tools teachers use actually meet curriculum standards and reduce workload — or just create different problems.

10 April 20265 min read
Teacher Workload

How to reduce the planning burden in schools — without adding more to the pile

Most attempts to reduce teacher workload add a new system, a new tool, or a new process. Here is how to actually cut planning time without creating a new burden.

6 April 20265 min read
AI in Education

Why ChatGPT is not enough for lesson planning

Teachers are already using ChatGPT. But generic AI produces generic lessons — no verified outcome codes, no scope context, no student differentiation. Here is what purpose-built looks like.

1 April 20264 min read

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