Schools and education organisations
Start with readiness, not the tool.
AI readiness is not about buying software first. It is whether a school has the leadership, policy, staff capability, curriculum thinking and operational routines to use AI well.
What this page is: an offer for schools and education organisations that need a practical map. Related essays sit in Writing. Workshops sit on Speaking. This is not a client case study with invented outcome numbers.
The problem schools face
The conversation often starts in the wrong place.
Most school leaders know AI already touches learning, assessment, teacher workload and student behaviour. The first questions are often which tools to buy, which chatbot to block, or whether students are cheating.
The deeper question is readiness. Is there a policy? Do teachers know what good use looks like? Are assessments being redesigned? Is leadership aligned? Are parents and students in the conversation? Is there a plan for professional learning?
The design bet
A school does not need every tool. It needs a map of where it is, what to do next, and who owns that work. Infrastructure is the fifth dimension: tools, data, safeguarding and support that can actually sustain change.
The framework
Five practical dimensions
Used to see where a school is now, and what to do next. Not a maturity score sold as a product.
What an engagement can include
From a first map to a usable plan
Scoped to the school, group or conference cohort in front of us. Not every item in every engagement.
Readiness assessment
For leadership teams, school groups or conference cohorts. The point is a shared picture, not a league table.
Leadership workshop
Interpret the results and build a prioritised action plan that someone actually owns.
Policy and governance
Support for schools moving from informal use to clear guidance, without copying a policy from another system.
Teacher professional learning
Confidence, practical use and subject-specific examples, including what not to put into a public tool.
Assessment redesign
Sessions that move beyond detection toward better learning design. Related: Designing Assessments with AI.
Implementation roadmap
For school groups or networks working across more than one context, language or infrastructure setting.
Grounded in school work
The map comes from live rooms, not a generic AI overview.
This work is grounded in engagement with school leaders and education organisations across Sub-Saharan Africa, the Middle East and international school networks. It draws on policy work, professional learning, curriculum projects and live AI readiness workshops.
Ghana school-day workshops sit on Speaking, not as a Work case study. Writing that unpacks the same problem:
Speaking and workshops
Leave with a map, not a tour of tools
Keynotes and workshops for conferences, school groups, leadership teams and education organisations.
Keynote
Your school isn’t behind on AI. You just don’t have a map.
Workshop
AI readiness in 90 minutes.
Breakout
Redesign one assessment.
Leadership sessions cover policy, governance and implementation planning. Bookings go through Contact or Speaking.
Contact: hello@niallmcnulty.com · +27 76 739 1687. This page describes an offer. It does not publish school data, assessment results or identifiable participants.
From uncertainty to a practical plan
If your school or education organisation needs a map rather than another tool list, start with a conversation.