Thomas LEQUEUX Consulting

Webinars and talks

AI in humanitarian work, shown live

In my webinars I show what AI changes for humanitarian teams: what it makes possible, what it demands, and how to judge it. Every session is built around a live demonstration, because a tool is easier to understand by watching it work than by reading about it.

01 · Coming up

The next webinar

MEAL Afrique in partnership with Opti'

AI ethics in humanitarian work: from theory to practice

In our teams, almost everyone already uses AI. Almost none of our organisations has written down what is allowed, what is not, and which data must never leave.

We will start from the SAFE AI framework and draw five verifiable requirements from it. For each one, I will show live what it looks like in a real tool.

Saturday 26 September 2026Date
16:00 GMTTime
2 hours, online, in FrenchFormat
FreeAccess
  • The gap between what our teams do and what our organisations have written down
  • Where EU law on AI stands, and what it already requires
  • The SAFE AI framework, and five requirements to judge a tool
  • A live demonstration, requirement by requirement
  • Your questions

For MEAL practitioners, managers and leadership teams, donors and technical partners. No technical background needed. The recording and slides are sent to everyone who registers.

02 · Past sessions

What has already been presented

11 April 2026 · with MEAL Afrique

Artificial intelligence in the service of MEAL

A 90-minute session in French, with a live demonstration, on the role of AI in analysing M&E data: what it does well, namely structuring reasoning and drafting, and what it must not do, namely the calculations. 157 people registered.

03 · What I stand for

A consistent position

From one session to the next, the topic changes and the position stays the same: AI has a place in humanitarian work when it is used where it helps, bounded by fixed rules, reviewed by a person, and when you know where the data goes.

That is what the TRUST framework sums up, my five-requirement reading of the SAFE AI sector framework. It is also why every webinar shows a real tool instead of sticking to principles: Opti', which I designed, serves as the exhibit. I say so at the start of every session.

04 · For your organisation

A session for your teams

Teams

In-house training

A session built on your tools and cases, for your M&E or programme teams: what AI can do for them, and within which rules.

Leadership

Leadership workshop

For a leadership team taking up the subject of AI: the stakes, the reference frameworks, and the first decisions to make. It is often the starting point for AI advisory.

Events

Talks and conferences

For a network, a cluster, a conference or an internal event: a talk on AI in humanitarian work, tailored to your audience.

A session for your organisation?

Tell me who the audience is, and what you want them to take away.