Close-up of a clinical researcher's hands adjusting data visualizations on a high-resolution monitor, cool natural daylight, precise and focused.
Close-up of a clinical researcher's hands adjusting data visualizations on a high-resolution monitor, cool natural daylight, precise and focused.

Non profit Community Interest Organisation

Ethical AI for Global Health

We validate and deploy open-source machine learning models for under-resourced clinical environments, ensuring algorithmic equity in public health systems across the United Kingdom and internationally.

CO-DESIGN METHODOLOGY

Algorithmic equity in practice

Our clinical tools are built through rigorous co-design with frontline healthcare workers, ensuring that algorithmic models address actual clinical constraints rather than theoretical research parameters.

By maintaining strict open-source accessibility, we prevent proprietary lock-in and enable public health administrators to audit, validate, and deploy software tools with complete institutional autonomy.

+ EQUITY FIRST

We prioritize public health equity over commercialization, ensuring advanced diagnostics reach the communities that need them most.

EVALUATION METRICS

Peer-reviewed clinical validation

100%

3+

12

Peer-reviewed publications detailing clinical validation and algorithmic equity.

Open-source models published under permissive public health licenses.

Active NHS trust and international pilot deployments currently running.

▸ COLLABORATE WITH US

Support equitable medical AI

We partner with NHS trusts, academic institutions, and global health grantmakers to deploy validated software tools where they are needed most.