The author
Aziz Ahmed
I have sat in the rooms where an AI decision had to be justified and the evidence had already gone liquid. I wrote Defensible AI so the next leader walks into that room prepared.

Background
Credentials & body of work
25+ years in regulated technology
Executive leadership across UK financial services and workplace pensions: platform operations, enterprise architecture, cybersecurity, and AI governance at scale.
Patents & frameworks
Two filed US patent applications in AI governance and forensic auditability. Originator of Liquid Evidence, the R-Score, and the Four Pillars of Defensible AI.
Executive credentials
CMI Level 7 Diploma in Strategic Management and Leadership Practice (Senior Leader Programme). Executive education, University of Oxford, Said Business School.
Speaking & media
Invite Aziz to speak
Keynotes, panels, podcasts, and board briefings on defensible AI, Liquid Evidence, the R-Score, and governing AI in regulated environments.