Services

One body of expertise. Two points of intervention.

HDAI helps organizations identify psychological exposure before harm becomes a public failure or legal matter, and helps legal teams understand what happened when harm becomes a case. ALI_ETHICAL_CONSENT™ connects both services.

Alison Leigh, MFT — Humanity Driven AI

Two ways to work with HDAI

Before harm. After harm.
One clinical-ethical lens.

Choose the path that fits the decision in front of you: identify and reduce psychological risk before harm occurs, or investigate the interaction after harm is alleged.

Before harm · Product and governance

Psychological Risk Intelligence

Identifying how AI systems may influence trust, attachment, vulnerability, judgment, autonomy, relationships, and psychological stability.

  • Psychological risk assessments
  • Conversation and interaction safety reviews
  • Consent, boundary, and vulnerability analysis
  • Safeguard and governance review
Explore Psychological Risk Intelligence

After harm · Legal and incident matters

Behavioral Forensics & Expert Witness Support

Investigating chatbot incidents, repeated interaction patterns, product behavior, and safeguards in matters involving alleged psychological harm.

  • Incident reconstruction
  • Conversation pattern analysis
  • Foreseeability and preventability review
  • Expert witness and litigation support
Explore Behavioral Forensics

The HDAI difference

Most teams evaluate outputs.
HDAI evaluates interaction.

A chatbot response may appear acceptable when reviewed alone. Psychological harm may develop across repeated interactions through trust, personalization, memory, reinforcement, dependency, boundary erosion, and failures to respond appropriately to vulnerability.

01 · Discipline

Clinical Psychology

02 · Translation

AI Governance

03 · Evidence

Behavioral Forensics

04 · Standard

ALI_ETHICAL_CONSENT™

Retain Alison

Retain the Clinical record your case requires.

Available on a limited basis for plaintiff and defense counsel in AI psychological harm litigation, and for enterprises seeking pre-deployment Clinical review.