Detection
Is it real? Is it fake? How was it created? What was the source? Trace origins using cutting-edge AI models that generators are not optimized to replicate.
Cauth AI traces unknown content backward to its source and guards authentic content forward against generative AI misuse. Detection and protection in one stack, for completing the full provenance chain.
We are in the era of 'AI Slop': industrial-scale IP theft meets mass-produced synthetic fiction, now outpacing human expression 9-to-1. Traditional search, social media, and forensic tools are obsolete. A new standard of digital ownership and truth verification is no longer a moral choice — it is the requirement for the next $10T of digital commerce.
SEE THE EVIDENCEEverything online will reach a 9-to-1 ratio of AI-generated content1. The signal is already lost in the noise.
Separate research for image, audio, video, and text confirms humans can no longer identify synthetic media. Our eyes and ears have already lost this battle.
from deepfake fraud2, and even more from misinformation and copyright infringement — growing across every sector.
The content authenticity market is growing at 15.7% CAGR — and regulators worldwide are mandating it. Most of these are not future laws. They are in effect now, with active enforcement. Cauth AI holds the deepest technical moat at the intersection of AI and content.
For InvestorsTwo questions: Discover the past, protect the future.
Forward and backward provenance, in one platform.
Available via UI and API.
Is it real? Is it fake? How was it created? What was the source? Trace origins using cutting-edge AI models that generators are not optimized to replicate.
Protect your content before it meets the world, with traditional and unconventional ways, against any diffusion model, voice cloning, or generative misuse.
Most detection tools use ensemble models trained to spot outputs of other AI — the same technology fighting itself. We step outside the arms race entirely, we let you be in command of the provenance chain. With all the "real" ammunition you can have.
Most protection tools take hours optimizing one image, impractical to shield full catalogues. Our paradigm shift from perturbation to generation provides quality, speed, generalization, and most importantly, control: You decide how your content is protected.
When we started detecting deepfakes, deepfake fraud didn't exist yet. When we proposed protecting artists from AI, copyright still meant something. When we showed biological signals could catch fakes in real time, the field called it a niche. When we opened early platform access, the waitlist filled before we announced it — and the pilots that followed ran inside some of the largest media, security, and technology organizations in the world. Every problem arrived — loudly — after we already have the solution. We are not done. Generative AI is still accelerating, the harms are still compounding, and we are already working on what the world will need next. The research is in the papers. The track record is in the press. The platform is here now.
Called on when it actually matters.
Lab benchmarks are one thing. These are active crises, analyst recommendations, and field responses where Cauth AI and our tools were cited by journalists, enterprises, fact-checkers, media, and policy researchers working under deadline.
A video claiming to show an Iranian missile strike went viral. Cauth AI provided analysis cited directly by AFP.
Read the fact-check ↗When fabricated forensics were used to discredit authentic photojournalism, Tech Policy Press turned to Dr. Demir as the expert authority.
Read the article ↗Croatia's leading fact-checker deployed Cauth AI's analysis for a disputed video linked to high level politicians.
Read the article ↗Active participant shaping global content provenance standards alongside Adobe, Microsoft, and Google.
Long standing partner of WITNESS, the leading human rights organisation working on AI and media manipulation.
Named by UK DSIT as a leading deepfake detection technology in its 2026 global market assessment — alongside Microsoft, DeepMind, and Meta.
Mentions by Europol, IBM, Gartner, Tech UK, The Associated Press, and others for defense and protection tools.
Several university projects, collaborations, competitions, and workshops.
"As we can no longer believe in what we see online, Cauth AI is here to complete forward and backward provenance chains — slowing down AI chaos one content at a time, for a trusted digital future."