Artificial Intelligence Expert Witness
In the rapidly evolving landscape of artificial intelligence, legal disputes require specialized expertise to address complex technical issues. AI expert witness services provide attorneys with authoritative, evidence-based analysis tailored to cases involving machine learning, copyright infringement, algorithmic bias, intellectual property, or AI system failures. With extensive experience in AI development and deployment, specialists deliver clear, compelling testimony that translates intricate AI concepts into persuasive arguments, equipping legal teams to handle sophisticated cases with confidence.
A team of seasoned AI professionals offers attorneys precise insights across domains like neural networks, natural language processing, and autonomous systems. Services include thorough evaluations of AI-related incidents, assessments of compliance with ethical and regulatory standards, and defensible expert opinions that withstand scrutiny. Whether addressing disputes over AI-driven decisions, patent infringements, or system malfunctions, these services provide objective, court-ready expertise to strengthen legal strategies and achieve favorable outcomes.
How We Help Clients
Technology Commercialization
Startups and corporations looking to gain a competitive edge by commercializing machine learning innovation turn to us for help. We advise on high-level machine learning strategy, data strategy, team structuring, outsourcing, as well as low-level algorithm strategy.
Due Diligence
Expert Witness
With the increased importance of artificial intelligence in the commercial sector, there is an increase in patent filings and patent infringement lawsuits. We provide expert witness services for litigation support for patent infringement and trade secret misappropriation.
Case Studies
Trade Secret Misappropriation
Due Diligence
Artificial Intelligence Strategy
Our Experts
Artificial Intelligence Expert
This AI expert witness holds a Ph.D. in computer science with a specialization in artificial intelligence from a public research university, focusing on topics like graph-based clustering and dialogue-based interactive systems (chatbots). They also earned an MBA with a focus on venture capital and entrepreneurship from a top-tier private university known for its business and technology programs. Their professional history includes roles as a software engineer at a multinational telecommunications equipment manufacturer, founder and executive of multiple AI startups, assistant professor of computer science at a state university, and roles at several venture capital firms specializing in early-stage technology investments.
As a testifying expert witness, this expert has opined in U.S. District Courts, the International Trade Commission (ITC), Patent Trial and Appeal Board (PTAB), arbitration proceedings, and state courts on issues including patent infringement, invalidity, breach of contract, trade secret misappropriation, and copyright infringement (e.g., under DMCA). They have provided trial testimony, depositions, and authored expert reports, serving both plaintiffs and defendants.
Data Science and Statistical Methods Expert Witness
This expert’s technical expertise includes Bayesian inference, computational statistics, low-dimensional embeddings, data-intensive parallel computing, scientific databases, data science in medicine, and survey astronomy. They are proficient in probabilistic cross-identification, photometric redshifts, catalog data fusion, probabilistic record linkage, federating astronomy archives, faint object detection, statistical modeling, data mining, big data analysis, machine learning, hybrid statistical AI for medical applications, GPU-based image processing, and human-machine data exploration, supported by patents and extensive publications.
This expert has expert witness experience in patent litigation involving patent infringement cases against major technology companies. They also have trial testimony and deposition experience in U.S. district court.
Computer Vision Expert Witness
This expert witness possesses technical expertise in machine vision, artificial intelligence, image processing, structured light-based camera systems for immersive environments, auto-calibration of tiled displays, VLIW computer architectures, parallelization for floating-point pipelines, and handling big data in computational contexts. Proficiency extends to probabilistic systems, database-backed systems with AI components, and programming in Scheme, LISP, Python, C++, C, Java, and JavaScript.
This expert has extensive experience over 10 years in intellectual property rights, patents, and trade secrets in federal and state courts, having authored dozens of expert witness reports, participated in over 10 depositions, and delivered testimony in several trials.
Smart Home and Smart Device Expert Witness
This expert witness possesses extensive expertise in artificial intelligence and machine learning, with specific strengths in behavior modeling, activity recognition, anomaly detection, domain adaptation, time series classification, and sensor data processing. Their work encompasses deep network techniques, neural networks, genetic algorithms, data mining, planning and decision theory, parallel algorithms for AI, and robotics, often applied to smart environments, biomedical informatics, and digital health. They have developed methods for multi-person activity tracking, knowledge transfer in adaptive systems, cognitive assessment using environmental sensors, and privacy-preserving mining of clinical data, supported by patents in data-driven activity prediction, multi-entity activity recognition, and smart environment automation.
Health Technology AI Expert Witness
This AI expert witness possesses extensive expertise in artificial intelligence, machine learning, data mining, graph theory, and algorithms, with applications spanning security, bioinformatics, epigenetics, and smart environments. Key areas include anomaly detection, incremental SVM-based classification in dynamic streaming networks, hybrid deep learning for classification of low-volume high-dimensional data, and predicting DNA regions using deep learning approaches. Further specialties encompass sensor network configuration for maximizing application performance, activity recognition in smart homes using multimodal fusion, natural language generation from graphs, and open-world AI, including novelty detection. This AI expert has authored books on advanced methods for knowledge discovery from complex data, edited special issues on open-world AI and data mining in pervasive environments, and published over 70 journal articles on topics like automated cognitive health assessment from sensor data, and insider threat detection using graph-based methods.
Image Processing AI Expert Witness
This expert has served as an expert witness in patent infringement litigation, providing testimony in depositions on topics such as video stream compositing, infringement, and invalidity in cases involving major technology companies.
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About Sidespin Group
Sidespin Group provides software experts for litigation support, technology commercialization, investment due diligence, technology strategy, and general software analysis services in a range of specializations, including in the areas of telecommunications, artificial intelligence, and smartphones.