Randy A. Winters | Forensic & Technology Expert Witness
30+ Years in Technology | Software & Hardware Forensics | Biometric Privacy (BIPA) | IP, Patent & PTAB Matters
Digital Evidence & Data Analysis
STRENGTHEN YOUR CASE WITH THE RIGHT TECHNICAL EVIDENCE
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Technical Areas of Experience and Analysis
Software Architecture & Source Code Analysis11
Randy Winters provides technical analysis of software architecture, source code, system design, interfaces, and software behavior in patent, intellectual-property, forensic, and technology disputes. His work translates complex software systems into clear technical findings for counsel, experts, and fact finders.11
Digital Forensics & Electronic Evidence33
Randy Winters provides technical analysis involving digital evidence, forensic data collection, data extraction, preservation, authentication, metadata, and electronic records. He assists counsel in understanding how digital evidence was created, stored, transmitted, modified, recovered, and preserved33.
Speech Recognition & Biometric Technologies
Randy Winters provides technical analysis involving speech recognition, biometric identification, facial and fingerprint technologies, and biometric data systems. His work includes BIPA-related matters, system architecture, data collection and storage, matching technologies, algorithmic performance, and the technical operation of biometric systems.
Patent & IP Litigation | IPR | PTAB
In patent litigation, IPR proceedings, and PTAB matters, Randy Winters provides technical expert analysis involving software, technology patents, source code, and disputed patent claims. He assists counsel with technical issues related to claim construction, prior art analysis, infringement and validity questions, and the preparation of expert reports and supporting technical evidence.
Artificial Intelligence & Emerging Technologies
Randy Winters has worked with artificial-intelligence technologies across several generations, from early commercial expert systems and inference engines to contemporary language models, AI-assisted software development, agentic workflows, API integration, prompt and context controls, provenance, and output verification.
Social Media & Cloud Evidence
Cybersecurity & Data Privacy
Technical analysis of software, systems, digital evidence, and data-handling practices in matters involving cybersecurity and privacy. Experience includes evaluating technical controls, system behavior, data flows, and issues involving the collection, storage, and use of sensitive information.
AI Systems & Algorithmic Analysis
Technical analysis of AI-driven and algorithmic systems, including system architecture, decision logic, data inputs and outputs, explainability, implementation, and the technical behavior of automated systems.
Autonomous Systems & Intelligent Vehicles
Technical experience involving software-driven and autonomous systems, including artificial intelligence, sensors, control systems, system integration, and technologies used in advanced transportation platforms.
Medical & Health Technology Software
Technical analysis of software and information systems used in healthcare and medical technology, including software architecture, data handling, system behavior, artificial intelligence, and intellectual-property issues.
Blockchain & Distributed Technologies
Technical experience with blockchain, cryptocurrency, distributed systems, and smart-contract concepts, including analysis of software architecture, system operation, transaction records, and related technical issues.
Expert Witness & Litigation Support
Technical case assessment | Expert reports | Deposition support | Technical exhibits | Counsel consultation | Trial testimony
Technical Areas of Experience and Analysis--
Software Architecture & Source Code Analysis
Digital Forensics & Electronic Evidence222
Speech Recognition & Biometric Technologies
Patent & IP Litigation | IPR | PTAB
Artificial Intelligence & Emerging Tech
Cybersecurity & Data Privacy
AI Systems & Algorithmic Analysis
Autonomous Systems & Intelligent Vehicles
Medical & Health Technology Software
Blockchain & Distributed Technologies
Expert Witness & Litigation Support
Artificial Intelligence & Emerging Tech
Expert witness Randy Winters provides litigation support in disputes involving artificial intelligence, deep learning, and emerging technologies. He advises legal teams on AI-powered business logic, patent analysis, algorithmic accountability, and regulatory compliance, ensuring cases involving advanced tech are defensible and supported by clear, expert analysis.
Digital Forensics & E-Discovery
Randy Winters offers expert testimony in digital forensics, data recovery, and e‑discovery, helping attorneys authenticate evidence, trace data breaches, and reconstruct deleted or damaged files. He ensures compliance with evidentiary standards, chain of custody, and forensic integrity in complex civil, criminal, and corporate litigation.
Patent, IPR, & PTAB Litigation
In patent disputes, IPR proceedings, and PTAB cases, Randy Winters delivers expert witness analysis on technology patents, source code, and IP infringement claims. He supports attorneys with claim construction, prior art evaluation, and expert reports that meet strict USPTO and court requirements.
Cybersecurity & Data Privacy
Randy Winters provides expert insight in cases involving cybersecurity breaches, data privacy violations, and regulatory compliance. He advises on incident response, vulnerability assessments, and litigation strategy for disputes under GDPR, CCPA, HIPAA, and other data protection frameworks.
Social Media & Cloud Evidence
As an expert witness, Randy Winters specializes in recovering, preserving, and authenticating social media and cloud-based evidence. He assists attorneys in uncovering deleted posts, chat histories, and metadata from platforms and SaaS systems, ensuring admissibility in court.
Speech, Facial, & Biometric Recognition
Randy Winters provides litigation support in biometric identification cases involving speech, facial, and fingerprint recognition. He assists attorneys in BIPA compliance disputes, algorithmic accuracy challenges, and technical audits of biometric systems for evidentiary and regulatory purposes.
AI Ethics, Algorithmic Accountability, & Bias
AI expert witness Randy Winters provides litigation support in cases involving algorithmic bias, responsible AI deployment, fairness audits, ESG compliance, and explainability in black box systems, helping legal teams navigate AI ethics, accountability, and regulatory challenges in high-stakes disputes.
Medical, Diagnostic, & Health Device Software
Randy Winters offers expert witness services in litigation involving medical software, diagnostic systems, and health IT compliance. He assists legal teams in evaluating software safety, regulatory adherence, and IP disputes in healthcare technology.
Blockchain, Cryptocurrency, & Smart Contracts
Randy Winters provides expert analysis in disputes involving blockchain, cryptocurrency, and smart contract technology. He advises on forensic tracing of transactions, security audits, and regulatory compliance, supporting attorneys in fraud, IP, and contractual cases.
Autonomous Systems & Smart Vehicles
Randy Winters delivers expert testimony on autonomous systems, AI-powered vehicles, and sensor technologies. He helps legal teams address liability, safety compliance, and software integrity in high-stakes litigation involving advanced transportation systems.
Software Architecture & Source Code Analysis
Randy Winters specializes in software architecture review and source code analysis for patent litigation, IP theft cases, and software quality disputes. He provides attorneys with detailed technical assessments that meet evidentiary and expert report standards.
Expert Strategy, Depositions, & Report Writing
Randy Winters supports attorneys with expert strategy, deposition preparation, and court-ready technical reports. His testimony bridges the gap between complex technical concepts and legal arguments, strengthening cases in both trial and pre‑trial phases.
How an Expert Witness Can Strengthen Your Case
Years in Technology, Software & AI Leadership
Years Nationally Retained Expert Consulting, Forensics & Complex Technology Matters
Years Software Innovator, Inventor & Patent Holder
In complex litigation, an experienced expert witness is essential for translating technical evidence into clear, persuasive testimony judges and jurors can understand.
Whether your case involves financial fraud, intellectual property disputes, personal injury, or emerging technologies like cryptocurrency, blockchain, and AI, credible expert analysis can be the difference between winning and losing.
Randy Winters provides detailed pre-trial assessments to shape strategy, uncover strengths and weaknesses, and anticipate opposing arguments. His impartial, authoritative insights help attorneys secure fair settlements and achieve successful verdicts in high-stakes cases.
About Randy Winters
Randy Winters is a nationally recognized forensic expert witness with over 30 years of experience providing software and hardware analysis, biometric-privacy (BIPA) compliance reviews, and IP/patent testimony before both state and federal courts. His meticulous approach to digital data extraction and reconstruction has supported hundreds of civil and criminal cases, helping attorneys turn complex technical details into clear, compelling evidence.
About Randy Winters
Randy Winters is a nationally recognized forensic expert witness with over 30 years of experience providing software and hardware analysis, biometric-privacy (BIPA) compliance reviews, and IP/patent testimony before both state and federal courts. His meticulous approach to digital data extraction and reconstruction has supported hundreds of civil and criminal cases, helping attorneys turn complex technical details into clear, compelling evidence.
What Attorneys Say About Working With Randy Winters
Featured Insight
Forensic Data Integrity in IPR and PTAB Cases
In intellectual property disputes—particularly those brought before the Patent Trial and Appeal Board (PTAB) or through inter partes review (IPR)—the integrity of digital evidence is often a silent deciding factor. While much of the focus in IPR proceedings centers on...
Reverse Engineering in Patent Disputes
When challenging the validity of a patent, particularly in software or hardware-based inventions, reverse engineering and source code analysis can be powerful tools—if executed correctly and within legal bounds. Why Reverse Engineering Matters in IP Litigation Reverse...
BIPA Litigation and Biometric Data Challenges
The rise of biometric privacy laws—most notably the Illinois Biometric Information Privacy Act (BIPA)—has introduced a new frontier of technical complexity into legal proceedings. Understanding the Stakes of Biometric Litigation Unlike broader data privacy laws, BIPA...
Why Early Expert Involvement Matters
Engaging an expert witness at the outset of a case is critical to ensuring that key technical steps—like data preservation, evidence authentication, and timeline analysis—aren’t missed. Delays in retaining an expert increase the risk of vital digital evidence being lost, overwritten, or destroyed before it can be properly preserved and examined. Early involvement allows for a proactive strategy that protects the integrity of your case from day one.
Why Early Expert Involvement Matters
Engaging an expert witness at the outset of a case is critical to ensuring that key technical steps—like data preservation, evidence authentication, and timeline analysis—aren’t missed. Delays in retaining an expert increase the risk of vital digital evidence being lost, overwritten, or destroyed before it can be properly preserved and examined. Early involvement allows for a proactive strategy that protects the integrity of your case from day one.
Clarify Complex Evidence in Your Case
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