//The service
Deepfake Examiner & AI Evidence Authentication
Video, audio, and images are now challenged as deepfakes in real matters. I examine and authenticate them for litigation, as a certified forensics examiner who also builds the AI, and I testify to the findings.
I examine video, audio, and images challenged as deepfakes or AI-generated, and authenticate digital media for litigation.
As a certified digital forensics examiner (CDFE, FBCI) who builds AI systems, I analyze the evidence, document the findings, and provide expert testimony. As courts confront AI-manipulated evidence, an examiner who understands both forensics and how the AI works is essential. This work sits on the Evidence-Grade AI standard.
//The service
What does the examination include?
Three deliverables that move together. Analysis: forensic examination of the media and its artifacts to characterize whether it is authentic, manipulated, or synthetic. Authentication and reporting: a documented record of the method and the findings, built to survive cross-examination. And testimony: expert-witness availability to explain both the evidence and the mechanism to a court.
Analysis
Forensic examination of the video, audio, or image, characterizing the artifacts a generative model leaves behind and weighing the indicators.
Authentication & reporting
A documented record of method and findings, with provenance built to survive cross-examination, stating what the evidence does and does not support.
Expert testimony
Deposition and trial testimony from a certified examiner who can explain both the forensics and how the underlying AI actually produces the fake.
//Why the dual background
Why does the forensics-plus-builder combination matter?
Because a deepfake is an AI problem and a forensics problem at the same time. A pure forensics examiner may not understand how the generative model produces its artifacts. A pure AI person cannot handle evidence to an admissible standard. I do both, so I can analyze the media, hold it to evidentiary discipline, and explain the mechanism on the stand in language a court can use.
//The connection
Part of the Evidence-Grade AI standard.
Authenticating challenged media is the Evidence-Grade AI standard applied to the evidence itself: documented method, provenance, human judgment, and defensibility. For higher-volume or ongoing needs, it also ties into E3's deepfake-verification service. If your firm's AI use is the question, start with an AI Investigation Audit.
//Questions people ask
Deepfake examination, answered straight.
What does a deepfake examiner do?
A deepfake examiner analyzes video, audio, and images that are challenged as deepfakes or AI-generated, and authenticates digital media for litigation. The work includes forensic analysis of the media, a documented report of the findings, and expert testimony. The goal is a defensible answer to one question: is this evidence real?
Can a deepfake be proven in court?
It can be examined and characterized to a documented standard, which is what courts need. No detector is infallible, so the honest work is forensic: analyze the artifacts, weigh the indicators, and testify to what the evidence does and does not support. An examiner who understands both digital forensics and how the AI works is far harder to impeach. This is general information, not legal advice.
Why does the forensics-plus-AI-builder background matter?
Because deepfakes are an AI problem and a forensics problem at once. A pure forensics examiner may not understand how the generative model produces its artifacts; a pure AI person cannot handle evidence to an admissible standard. I build AI systems and I am a certified forensics examiner, so I can analyze the media and explain the mechanism on the stand.
Do you provide expert testimony?
Yes. As a certified digital forensics examiner (CDFE, FBCI), I am available as an expert witness for matters involving deepfakes and AI-generated or AI-manipulated media. That includes the written report, deposition, and trial testimony, delivered to the same evidentiary discipline as the rest of my investigative work.
How does this relate to Evidence-Grade AI?
Deepfake examination is Evidence-Grade AI applied to the evidence itself. The same discipline that validates an AI investigative workflow (provenance, documented method, human judgment, defensibility) is what authenticates challenged media. It also ties into E3's deepfake-verification service for higher-volume or ongoing needs.
Challenged media on a matter? Get it examined.
Retain me to analyze, authenticate, and testify to digital evidence. Email matt@e3intel.io.