The Vault — Technology & Defensibility
A filed patent and data that compounds.
6 inventions
filed in the provisional application on June 13, 2026. In plain terms, the filing covers a system that:
- Sees a failure forming while the repair is still small
- Learns each individual car it is installed in
- Keeps working when the car is modified or repaired
- Diagnoses on its own hardware, with no network dependency
The how lives in the filing — not on the website.
First-party data
Built so every mile a car drives makes its own model sharper: the longer Shiro runs on a car, the better she knows that car — and that history is data no competitor can buy or license.
The data has already started — see the real-car numbers ›
Staff Roll — Founder
One founder. A full system, already built.
1 PLAYER · NO STUDIO · NO OUTSIDE ENGINEERS
Wyatt Austin Naugle
Founder & Engineer
- Built the entire Shiro multi-agent architecture solo — simulation engine, Unreal Engine integration, and the automotive system.
- Authored the IP and filed the patent independently — a 50-page technical specification and a U.S. provisional patent, without a legal team.
- Deep, hands-on systems engineering — CUDA / GPU pipelines, on-device LLMs, multi-agent reinforcement learning, and real-time rendering.
World Map — Where We Are
From architecture to a real car on the wire.
1-1 · Architecture
validated1-2 · Provisional patent
filed Jun 20261-3 · Reference build
every screen running together on a home rig1-4 · On a real car
phone + plug-in reader · since Aug 20262-1 · In-car compute unit
next · the brain moves into the car2-2 · Fleet pilot
with funding
We're building the co-pilot every car should have come with — starting with the mechanic.
Investors, fleet partners, and the curious — we'd love to talk.
CONTINUE? 9
free play — the coin's on us · drag it into the slot
INSERT COIN CONTINUE
wyattnaugle@shiroai.co