AI for teachers,handled with care.
Ethics-forward AI training for schools. Practical help with planning and marking, with student privacy and academic integrity treated as the starting point.
What teachers will actually do
Plan lessons and units faster
Generate differentiated material for different levels
Draft feedback and report comments
Create practice questions and resources
Summarise long curriculum documents
Student privacy and academic integrity first
Teachers are right to be cautious. The session is built around that caution, not against it.
No student names or identifying information goes into these tools, ever
Academic integrity is addressed directly, for staff and students
Your school and Department policies override anything taught in the room
A planning task that normally eats the weekend, cut down, with no student data involved.
For schools, the data-safety module expands to cover student-facing implications explicitly. See the C4Sight overview for the half-day and full-day formats, what your team keeps, and indicative pricing.
Free classroom previews — take a lesson for a test drive
C4Sight incursions run as five series, one per age group. Each preview is a real, runnable classroom activity you can use tomorrow — no devices, no student data, curriculum-mapped — and a look at what the full incursion adds.
- Pre-primary – Year 2PDF
The Computer Puppy
A computer starts out knowing nothing. We teach it, it gets things wrong, and the class works out who is really in charge.
- Years 3 – 6PDF
Who Taught the Machine?
How a machine learns from the examples people give it, why it can be confidently wrong, and why that is on the people, not the machine.
- Years 7 – 9PDF
Can You Trust It?
Hallucinations, deepfakes, and what counts as evidence now. The half your students will not get in a free how-AI-works hour.
- Years 10 – 12PDF
Your Move
Study, integrity and the future of work. Using AI to think, not to cheat — and why detectors do not work.
- Staff PDPDF
Monday Morning AI
Real time-savers your staff can use that week, then the honest conversation about assessment integrity and a whole-school position.
Every preview opens in your browser to read or save — no sign-up. Each carries a complete activity, its curriculum links, and a plain safety note. The paid incursion adds the live demonstration, two presenters (a practitioner and a registered teacher), the full lesson arc, and a resource pack your teachers keep.