Forensic & AI Consulting
Where Human Psychology Meets Systems and Decisions
Some of the hardest problems in law and technology involve human psychology.
A person dies by suicide and the question becomes whether the warning signs were there.
An AI system interacts with a distressed user and the question becomes whether risk should have been detected.
A civil case turns on whether psychological injury actually occurred and what caused it.
In these situations, the critical issue is often not simply what happened, but what psychological process was unfolding underneath the behavior.
Individual messages are isolated data points. Suicide risk emerges in psychological state transitions across interactions—a dynamic many current detection systems struggle to recognize.
My consulting work focuses on reconstructing and analyzing those processes—helping attorneys, organizations, and technology teams understand how distress evolves, how decisions shift under pressure, and where intervention might have been possible.
I work in two primary areas:
• AI suicide-risk consulting for technology companies and safety teams
• Civil litigation consulting and expert witness work in employment and suicide-related cases.
Professional Writing
On REFRAMED, I write about the psychological processes that underlie suicide risk, decision states, and meaning collapse. Some of this writing explores how these dynamics appear in legal cases and emerging technologies.
If you are interested in the conceptual and analytical side of this work, you can explore my work here: Read professional writing →.
AI Consulting & Expert Witness Work
If you are looking for AI risk consulting, case review, or expert witness services, more information is available through my professional practice.