Executive briefing
A short session; length agreed with you
What generative AI does today, what it costs to keep running, how agents fail and how to judge a proposal. For boards, directors and leadership teams.
AI training for organisations
Taught by the person who builds the systems.
Programmes for leadership teams, engineering teams, teachers and school leaders, foundations and public bodies, and individuals. Practical, in Portuguese or English, built on systems that are running.
Who it is for
Executive briefings on what generative AI does today, what it costs to keep running and how to read a proposal or a vendor demonstration.
What you can do afterwards
A shared vocabulary, a way to judge proposals with evidence and a shortlist of processes worth instrumenting.
Hands-on workshops in which the team builds an agent and its evaluation harness on a task from its own backlog, then wires it into a real system.
What you can do afterwards
A working agent with an evaluation set, the habit of measuring before shipping and a runbook the team wrote itself.
AI literacy training for teachers and school leaders, built on a programme designed and delivered to more than 50 teachers in one school and written up for ISTE+ASCD Educational Leadership. It covers practical classroom use, assessment integrity and the judgement calls that no tool makes for you.
What you can do afterwards
Teachers who use the tools with confidence and rigour, and a school policy that matches what happens in the classroom.
Briefings and workshops for teams that fund or run education and public services and must evaluate AI proposals, write requirements and measure results.
What you can do afterwards
Evaluation criteria for proposals, requirements that name the measure of success and a plan for the pilot that follows.
Short programmes for professionals who want to use generative AI well in their own work and understand where it fails.
What you can do afterwards
Working practice on real tasks and a clear view of the limits.
Formats
Hands-on workshop
One or more days; length agreed with you
Engineering teams build an agent and its evaluation harness on a real task, then integrate it. Laptops open, real data where permitted.
Teacher training
Sized to the school programme
AI literacy for teachers and school leaders: practical classroom use, assessment integrity and the school's own policy.
Structured course
A sequence of sessions; sized to the group
A series of sessions for a team or a cohort, with exercises between sessions and a project at the end.
Teaching record
The founder has taught mathematics for more than fifteen years, including in international schools. He trains teachers in schools across Brazil and abroad, and designed and delivered AI literacy training to more than 50 teachers in one school programme, written up for ISTE+ASCD Educational Leadership. AI Teachers, the companion platform to his book, states that it reaches more than 15,000 educators a month.
Languages
Programmes are delivered in Portuguese and English.
Prices
On request. Write to us with the audience, the format and the dates you have in mind.
Books
Generative AI for Teachers: A Practical Guide to Educational Technology (2025) and Inteligência Artificial Generativa para Professores (Editora Dialética, 2026). The programmes draw on both.
Generative AI for Teachers: A Practical Guide to Educational Technology
2025
Inteligência Artificial Generativa para Professores
Editora Dialética · 2026
Bring us the team that has to use it.
Tell us who the programme is for, what they need to be able to do afterwards and when. We reply with a proposal in Portuguese or English.