About
About AI Expert Witness Services
We identify and place curated technical experts for attorneys and legal teams handling AI-related litigation. Our network spans multiple disciplines across the full range of AI-related legal matters.
Discuss a MatterThe Firm
AI Expert Witness Services is a specialized expert placement and technical advisory firm serving attorneys and legal teams in AI-related litigation. We maintain a curated network of technical experts across the disciplines that AI litigation requires: machine learning systems, deepfake and synthetic media forensics, algorithmic bias and discrimination, digital evidence authentication, government AI systems, and AI intellectual property.
No two AI matters are technically identical. A deepfake authentication case requires different expertise than an algorithmic hiring discrimination claim or a government AI procurement dispute. Our placement process is designed to match the specific technical issues in your matter to an expert whose background directly addresses those issues, rather than presenting a generalist from a broad directory.
The firm is based in California and serves attorneys and legal teams nationwide, with particular familiarity with the Northern District of California, the Central District of California, and California state court proceedings.
Our Expert Network
Our network includes practitioners from academia, industry, and government with direct technical experience in the areas most frequently at issue in AI-related litigation. Experts are evaluated for technical credentials, methodological rigor, prior testimony experience, and communication ability before being placed in any matter.
Machine Learning and AI Systems
Experts with direct experience in the design, training, evaluation, and deployment of machine learning models and AI systems, including deep learning, natural language processing, computer vision, and predictive analytics.
Deepfake and Synthetic Media Detection
Specialists in AI-generated media forensics, including detection methodologies for synthetic video, audio, and image content, and the technical standards applicable to authentication of digital evidence.
Algorithmic Decision Systems and Bias
Experts in the statistical and technical analysis of algorithmic decision-making systems, including bias auditing, disparate impact analysis, and the evaluation of fairness in automated systems.
Digital Forensics and Evidence Authentication
Practitioners with forensic backgrounds in digital evidence collection, chain-of-custody documentation, and the technical authentication of AI-processed or AI-generated digital artifacts.
Government and Regulated AI Systems
Experts familiar with AI systems deployed in government, law enforcement, and regulated industry contexts, including procurement compliance, operational performance standards, and accountability frameworks.
AI Intellectual Property and Trade Secrets
Technical experts who can analyze AI model architecture, training data provenance, and software systems in the context of intellectual property disputes, trade secret misappropriation, and patent matters.
Michael Noffsinger, Founder
Michael Noffsinger founded AI Expert Witness Services to address a specific gap in the litigation support market: the absence of a placement service with genuine technical depth in artificial intelligence and the procedural awareness that legal proceedings require.
His background combines criminal investigations, forensic data extraction, AI systems analysis, and experience with technology deployed in government and operational environments. This combination of investigative and technical experience informs how the firm evaluates expert candidates, structures the triage process, and supports attorneys throughout an engagement.
In appropriate matters, Michael is available to serve directly as a lead AI systems advisor or testifying expert, particularly in cases involving AI reliability and failure analysis, digital evidence authentication, forensic data analysis, and AI systems deployed in government or law enforcement contexts.
Professional Standards
The firm applies analytical practices appropriate for expert testimony in federal and state court proceedings. The following standards govern all engagements, whether conducted by network experts or by the founder directly.
Reproducible Analysis
Technical analyses are conducted and documented in a manner that allows independent verification and replication.
Verified Citations and Sources
All sources and citations are independently verified. The firm does not rely on unverified AI-generated references in any work product.
Documented Methodology
The analytical process, tools, versions, and parameters used in each engagement are documented and available for disclosure.
Clear Limits of Inference
Opinions are bounded by the available evidence. The firm avoids overclaiming and clearly identifies what the analysis can and cannot establish.
Compliance with Evidentiary Standards
Analytical practices are designed to meet the requirements of Federal Rule of Evidence 702, the Daubert standard, and analogous state standards including California's Kelly-Frye test.
Get Started
Ready to Discuss Your Matter?
Contact the firm to discuss your AI-related litigation matter and how we can support your case.