Frontier AI, small enough to run anywhere — and answering only to you.
TNT Holley, Inc. invents efficient, interpretable, on-device AI — and puts it to work across original research, government and defense, and game design.
Three things we do
One research core. Three places it goes to work.
Everything starts with our own AI research — novel ways to make models smaller, faster, and inspectable — and flows into the work below.
AI Research
Original architectures for efficient, interpretable intelligence — including new approaches to how models represent information and perception systems for vision and audio designed to run at the edge, on the hardware you already own.
Government & Defense
That research, built for the public sector: private, on-device perception and inference for constrained, disconnected, and security-sensitive environments. Capability statement available for contracting officers.
View capabilities →Game Design
Cometforge gives game characters a real memory and a brain — NPCs that remember players across sessions and keep their word. Runs in the cloud, on your own server, or fully on-device, as an Unreal Engine plugin.
Explore Cometforge →Who we are
The team
A small group spanning invention, cognitive science, and engineering.
Travis Holley
Inventor behind the company’s encoding and on-device AI research; drives strategy across all three lines.
Dr. Kat West
Grounds the AI research in how real cognition works — bridging neuroscience and machine intelligence.
Let’s talk.
Research collaboration, a government solicitation, or a game studio that wants smarter NPCs — reach out directly.
travis@tntholley.com