Human-Centred AI: Making Technology Useful, Understandable and Accountable

A useful AI experience begins with a real task. Someone needs to find information, understand a process, prepare a resource or access a service more easily.

Human-centred design asks whether AI is appropriate for that task, what support the user needs and where a person must remain responsible.

Identify a Specific Use Case

“Adding AI” is too broad to guide a project.

A school might explore assistance with preparing draft learning resources. A cultural institution might consider a tool that helps visitors navigate approved information. An organisation might want to make a large internal knowledge collection easier to search.

Each use case needs a defined audience, a clear information source and boundaries around what the system is expected to do.

Make the Experience Understandable

People should know when they are interacting with AI and what its role is.

Instructions should explain the kinds of questions it can help with, where its information comes from and how to contact a person when needed.

An AI assistant should not imply that it is a clinician, teacher or qualified adviser when it is not operating in that capacity.

Keep Review and Responsibility Visible

Generated text can sound confident while containing mistakes. Institutions should decide which outputs require approval before they are used or shared.

Educational resources need subject review. Cultural content needs contextual checking. Questions involving individual rehabilitation needs should be directed to an appropriately qualified professional.

A clear review process matters as much as the interface.

Plan Data Use Before Launch

The team should understand what information users may submit, how it is handled and whether sensitive information is necessary for the task at all.

Testing should include different language styles, unclear questions and situations where the system should decline to answer or refer the user elsewhere.

At Bawabt AlMaarifa, we approach AI as part of a wider service experience. The aim is to support people with useful tools while keeping human judgement, clear communication and institutional responsibility central.