Anywhere a decision, a reputation, or a relationship rests on whether a piece of content is what it claims to be. The same review applies to every case below; only the stakes change.
High-stakes vetting of candidate portfolios, technical writing samples, and executive cover letters to check for human authorship before an offer goes out.
Authenticate internal memos, press releases, and “CEO directives” to defend against social engineering and brand-voice hijacking.
For agencies and publishers: an independent record that your content output shows no reliable evidence of AI generation, to support copyright positions and reduce legal exposure.
A neutral, third-party audit for administrators and faculty facing a suspicious academic submission, so the conversation starts from evidence rather than suspicion.
Confirm whether that “perfect” profile photo or heartfelt message is a genuine human connection or a sophisticated romance bot.
Use a CASE review, which adds voice, to check an emergency voicemail or “distress call” that may be an AI-cloned scam — the so-called grandparent scam.
The definitive defense. Establish a dated, independent record that your work carries no reliable evidence of AI generation, to protect your reputation against false AI accusations and defend your intellectual property. This is the lane that ends in a badge you publish.
The neutral observer. A data-driven assessment of whether content is authentic or a system-generated proxy, for legal-adjacent, insurance, or institutional verification. This lane usually ends in a record you keep private.
Law enforcement, legal professionals, and licensed or certified behavioral therapists have a separate intake lane for media and behavioral observation in investigative, legal, testimony-review, clinical, or educational settings. Requests involving anyone under 18 must come through that lane. The professional lane.