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Four arms of AIBRAI.

Each arm is a standalone practice — and together they form an integrated infrastructure for independent AI accountability. Open any arm to explore its full programme.

Our Four Arms

One mission. Four integrated practices.

From independent audits to a global registry — every arm reinforces the others.

01

Arm 01

AIBRAI Advisory

Independent AI bias audits and regulatory conformity for private and public institutions.

02

Arm 02

AIBRAI Research

Peer-reviewed, academic and mandated research, workshops and policy briefs.

03

Arm 03

AIBRAI Intelligence Hub

A living, searchable repository of AI law, enforcement and standards across 50+ jurisdictions.

04

Arm 04

AIBRAI Registry

Anonymous reporting plus confidential advice and support for individuals impacted by AI bias.

Not sure which arm fits? Start with a short scoping call — pro-bono for civil society and individuals, capacity permitting.

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