Efficient, interpretable, sovereign AI.
TNT Holley, Inc. builds AI that runs on-device, keeps data inside your environment, and answers only to its operator — purpose-built for government, defense, and security-sensitive missions.
Core competencies
What we deliver
A single research core — novel, patented AI architecture — applied across mission needs.
Efficient & Interpretable Models
Novel encoding architecture (U.S. Patent App. 64/017,122) that makes language and multimodal models smaller, faster, and inspectable — efficiency and interpretability advantages unavailable off the shelf.
On-Device & Edge Perception
Vision and audio encoders that run on the hardware already in the field — built for constrained, disconnected, and bandwidth-limited environments.
Sovereign / Air-Gapped AI
Fully local, on-premises deployment. No data leaves the client’s environment, no vendor lock-in, no usage-tied cloud costs — fit for classified, regulated, and sensitive workflows.
Intelligent Agents & Simulation
Persistent-memory AI characters and agents (the Cometforge engine) for training environments, simulation, and interactive systems — on-device or hosted.
AI Advisory, Readiness & Training
Use-case analysis and readiness assessments, staff workshops and governance support, plus ongoing advisory and implementation.
Applied R&D
Research developed with defense and public-sector deployment in mind. Ready for SBIR/STTR and BAA engagements.
Why TNT Holley
Differentiators
Patented, Published Proprietary Methodology
U.S. Patent Application No. 64/017,122 for a novel language-model encoding approach, with a peer-reviewable preprint demonstrating a 32.4% reduction in information cost per byte at matched parameter count.
Sovereign AI Capability
Fully local, on-premises systems. No data egress, no vendor lock-in, no recurring usage-tied cloud cost — particularly relevant for classified, regulated, and sensitive workflows.
SDVOSB · Inventor-Led
A Service-Disabled Veteran-Owned Small Business (SDVOSB), founded and led by the sole inventor of the company’s patent family (HOLLEY-001–006) — eligible for SDVOSB set-aside opportunities, with direct access to the technical principal rather than a sales layer.
Custom Solutions, Not Off-the-Shelf
Every system is designed to the client’s specific mission — higher adoption, better outcomes, and easier integration with existing infrastructure.
Small-Business Agility, Enterprise Impact
Responsive and fast-moving, with rapid iteration and no bureaucracy — from strategy through deployment and maintenance.
Company snapshot
At a glance
Ready to discuss a requirement.
Solicitations, sources-sought, SBIR/STTR, BAAs, or a direct conversation — reach the technical principal.
travis@tntholley.com