Founder
I'm Jason McCoy, founder of Pre-Failure Research Group LLC (PFRG) and the inventor of OmniSniffer — a governance integrity and pre-failure detection platform built on a simple premise: systems fail quietly long before they fail visibly.
OmniSniffer is designed to catch that quiet drift — tampering, integrity gaps, early failure signals — before they become the kind of problem that shows up in an audit finding or a headline.
Before this, I spent over a decade testing AI systems, including beta testing and adversarial evaluation, with a background that also includes digital forensics, network security, and — further back — running my own special coatings and painting business. Different fields, same instinct: find where things are about to break before they do.
I'm building OmniSniffer as a solo founder, working directly with patent counsel toward a non-provisional filing, guided by a simple standard I try to hold myself to — a little better than yesterday. My dog Buddy keeps me company through most of it — officially, he's Team Lumnira's morale support.
If you work in governance, compliance, AI risk, or systems integrity, I'd welcome the conversation. Reach out directly by emailing PFRG, or explore the site to learn more about OmniSniffer's approach.