Keynotes & conference speaking
Sessions for conferences, all-staff days, association meetings and public audiences. Sets the shared frame and creates the appetite for the deeper work.
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For schools, institutions and communitiesEquip your people to use AI effectively, responsibly, and with real human judgment.
Your staff, students, members or residents are already using AI. What most of them are missing is not enthusiasm or caution — it is the practical literacy to use it well and the judgment to know when to question it. That is what we teach, at population scale.
What you are actually buying
Not a policy document. A population that knows what to do.
Most institutions we meet already have something written down. What they do not have is a staff room, a classroom or a service desk where people can explain what AI is good for, what it gets wrong, and what they personally should not put into it.
A policy nobody can apply is not governance. Capability is what closes the gap between the document and the behaviour.
Five things a program delivers
- Population-level AI literacy, not a briefing for the leadership team alone
- Responsible-use capability people can apply the same afternoon
- A shared language, so "use it sensibly" means the same thing to everyone
- Practical user-level governance: boundaries, verification, escalation
- Training resources your own people can keep running without us
Learning outcomes
What participants can do afterwards
The test of a session is not whether people enjoyed it. It is what they can do on Monday that they could not do on Friday.
What they can do on Monday that they could not do on Friday.
Explain what AI can and cannot reliably do
In plain language, to a colleague or a parent — including why it sounds equally confident when it is right and when it is wrong.
Use it with real context
Frame a task properly and get output worth having, instead of the generic result that made them write it off the first time.
Protect sensitive information
Know what must never go into a prompt — student records, patient details, personnel matters, anything confidential to your organisation.
Evaluate what comes back
Check for invented fact, quiet error, missing context and bias — and verify proportionately to what is at stake.
Recognise when expertise is required
Identify the moment a decision has outrun their own ability to check it, and know exactly who to escalate it to.
Retain accountability
Understand that approving an output they could not evaluate is not oversight — and act accordingly on work that carries their name.
Everything runs on one framework
Programs teach the SAFE AI Use Framework™ — Structure, Accelerate, Filter, Empower — so a whole staff or student body ends up with the same four questions and the same shared vocabulary, rather than six departments each inventing their own rules. See the framework.
Formats
Scoped to what you actually need
Most institutions start with one format and add others as the need becomes clearer. You do not have to buy a program to begin.
Staff workshops
Hands-on sessions where people work through their own real tasks against the four pillars. This is where the learning outcomes above actually get built.
Leadership briefings
For the people who have to set the rules: what user-level governance means in practice, what it cannot cover, and where your existing policy has gaps.
Cohort learning
Multi-session programs for a group that moves through the progression together — informed, to capable, to discerning — with practice between sessions.
Community education
Accessible sessions for mixed-confidence public audiences — older adults, youth, workforce programs, library patrons. Built on AI Without the Panic.
Facilitator resources
Materials and preparation so your own staff can keep running sessions after we leave. The point is that the capability stays with you.
Who we work with
Anywhere people use AI and nobody taught them how
The underlying capability is the same everywhere. What changes is the stakes, the vocabulary and the examples we teach it through.
Schools & education
K-12 and higher education — teaching staff, administrators and students, with academic integrity and age-appropriate use handled directly.
Public institutions
Government agencies, healthcare organisations and public services, where a confident wrong answer can reach a member of the public.
Libraries & community programs
Accessible AI literacy for mixed-confidence populations, including people who have been left out of every previous technology wave.
Nonprofits & faith organisations
Small teams doing significant work with limited capacity, who need practical judgment rather than a compliance regime.
Professional associations
Members whose professional obligations do not disappear because a tool drafted the work. Emphasis on verification and escalation.
Workforce & civic programs
Employment services, adult education and civic initiatives helping people enter or re-enter work where AI fluency is now assumed.
Curriculum & licensing
Scale it without us in the room
Training a hundred people is a program. Training everyone, every year, as staff turn over and students arrive, is a system. Licensing exists so the second one does not depend on our calendar.
- Curriculum integration for existing courses and induction programs
- Bulk licensing of the SAFE AI Use Manual for cohorts and staff
- Facilitator resources so your people can lead sessions themselves
- Assessment reinforcement and structured follow-up programming
- Purchase orders and institutional invoicing accepted
Accessibility is part of the design, not an add-on
Programs are built for mixed-confidence audiences from the start — people with no technical background, older adults, people returning to work, people for whom English is a second language.
- Plain language throughout; no jargon left unexplained
- No assumed prior knowledge and no assumed device fluency
- Materials that work on paper as well as on screen
- Pacing that lets cautious participants stay in the room
What this is — and what it isn't
We teach people how to use AI well. That means AI literacy, responsible-use capability, user-level governance and the education that makes both stick. It is human capability work.
We are not an enterprise AI transformation consultancy. We do not do model risk management, technical architecture, vendor selection, procurement, or system-level compliance engineering. When an institution needs that, it needs a different kind of firm, and we will say so rather than stretch to fit.
We can teach responsible-use policy principles and help your people apply them. That is a different thing from certifying your organisation against a standard, and we keep the distinction explicit in every proposal.
How an enquiry works
Four steps, no pressure at any of them
You are not committing to a program by asking a question. Most conversations start with someone unsure what they even need.
Tell us the situation
Who your people are, what is already happening with AI, and what prompted you to look. A rough picture is enough.
A scoping conversation
We work out what would actually help — which may be smaller than you expected, or a different format than you asked for.
A written proposal
Format, audience, learning outcomes, dates and cost, with the boundary above stated plainly so nothing is assumed.
Delivery and handover
We run it, then leave you the materials and the internal capability to keep going without us.
If budget is the obstacle
Sponsored and funded places exist.
The communities most exposed to bad AI outcomes are often the least able to pay for training. Employers, foundations and municipalities can fund cohorts for schools, neighbourhoods, older-adult groups and workforce programs.
Ways organisations support access
- Host a program for the people you already serve
- Fund a cohort for a school or neighbourhood
- Sponsor bulk manual copies for a cohort
- Collaborate on research, curriculum or policy education