AI for MEL

AI that works in real programmes, with real budgets

Nine courses covering everything from what an LLM actually is, to running models locally on field hardware. Taught by someone who uses these tools on live projects every week.

How we teach AI differently

Verification first

Every AI output needs a human check. We teach the verification workflow before the fancy prompts.

Data governance before tools

The Data Sharing Ladder before ChatGPT. Know which rung you're on before you paste anything.

Honest about limitations

AI hallucinates. We say so, and we teach you to catch it. No hype, no magic thinking.

Priced for the sector

Courses from $29. Free tasters. No subscription traps. We know what NGO budgets look like.

The AI for MEL learning path

Six modules, nine courses, one coherent curriculum. Start at Module 1 or jump in where you need to.

01

Foundations

What AI actually is, how to use it safely, and the verification habits that matter.

02

Data Governance

The Data Sharing Ladder. Classify your data before you pick your tools.

03

Prompting & Workflows

The five-block prompt structure and repeatable workflows for MEL tasks.

04

Budgeting & Access

Subscription vs API, nonprofit discounts, and the mixed model that saves money.

05

AI Literacy for Teams

How to upskill colleagues, run workshops, and build a shared team policy.

06

Local & Open Source AI

Ollama, Hugging Face, and running models without sending data to the cloud.

All AI for MEL courses