Expert Witness Testimony
Qualified testimony under Daubert/FRE 702 standards on AI system design, capabilities, limitations, and failure modes. Available for deposition and trial testimony in federal and state courts.
AI System Audits
Independent technical evaluation of AI and machine learning systems including bias testing, performance validation, hallucination analysis, and compliance assessment against industry standards of care.
Litigation Consulting
Pre-litigation and ongoing consulting for counsel handling AI-related cases. Case theory development, technical strategy, deposition preparation, and opposing expert review.
Technical Analysis for Discovery
Analysis of AI system artifacts, training data, model architectures, and deployment logs. Translation of complex technical evidence into court-ready formats.
FRE 707 Compliance Consulting
Guidance on the proposed Federal Rule of Evidence 707 for machine-generated evidence. Helping legal teams understand and prepare for evolving evidentiary standards for AI-generated content.
Areas of Expertise
- Large Language Model (LLM) hallucinations and fabrications
- Algorithmic bias and discrimination in hiring, lending, and insurance
- Healthcare AI — clinical decision support, claims processing, diagnostic AI
- Autonomous vehicles and robotics liability
- AI-generated evidence authentication
- Deepfakes and synthetic media
- AI privilege and confidentiality issues
- Agentic AI and autonomous financial systems
For a consultation, contact us at info@thecriterionai.com.