AI Problem Lab
Start With The Problem.
The AI Problem Lab is our structured engagement for schools, businesses and organisations. Seven stages, from honest discovery to measured impact, with your team trained to carry it on.
Seven stages
Discover, Map, Identify, Design, Implement, Train, Measure — the same spine for every sector, tuned to your context.
Who it's for
Three labs, one method
AI Problem Lab for Schools
We work with senior leaders, teachers and support staff to find the workload and learning problems AI can genuinely help with — then design, implement and train around them.
See the schools lab →AI Problem Lab for Businesses
A practical engagement for SMEs and growing companies: map the operational bottlenecks, prototype AI where it pays back, and leave your team able to run it.
See the business lab →AI Problem Lab for Organisations
For charities, public bodies and community organisations — responsible AI adoption that respects your governance, your data and the people you serve.
See the organisations lab →The process
Seven stages, start to finish
Discover
We listen first — leaders, staff and the people you serve.
Map
We map the workflows, systems and pressure points as they really are.
Identify
We agree the problems where AI is genuinely the right answer.
Design
We design a practical, safe solution around your constraints.
Implement
We build and roll out a working solution, not a slide deck.
Train
We train your people so the capability stays with you.
Measure
We measure the impact and agree what happens next.
Book an AI Problem Lab
Tell us about your setting and the problems you're wrestling with. We'll scope a first engagement with you.