01 · engine
An engine that runs on your hardware
Our own AI engine, built from scratch. Faster than the industry standard on the same machine — and it never meters you by the token.

The owned intelligence stack
Engine · Agents · Phone
moat is the whole stack: an AI engine that runs on hardware you own, agents that do real work for you, and a phone built around them. Powerful where it counts, simple where it matters.
The stack
01 · engine
Our own AI engine, built from scratch. Faster than the industry standard on the same machine — and it never meters you by the token.
02 · agents
A team of agents that write, run, and ship real things for you — supervised, sandboxed, and accountable for what they claim.
03 · phone
Moat OS for Pixel. The simplicity of a dumbphone; intelligence that would make Tony Stark blush.
AI models come and go — the frontier leader changes every quarter. The lasting advantage isn’t which model you use. It’s owning everything underneath it. Control is the moat.
01 · moat engine
vib3 is our own engine, built from the ground up. It treats the whole machine — GPU, memory, and storage — as one pool, so models that shouldn’t fit, fit. And it’s quick: measurably faster than the industry standard on identical hardware, and calm under pressure.
1.8X
faster than vLLM — the industry-standard engine — on the same GPU
10X
more responsive when the load gets heavy
25S
from cold start to serving. The standard takes nearly five minutes
975B
a model ten times too big for the GPU, served from one workstation anyway
Every number measured, not modeled — and when an idea doesn’t beat the baseline, we publish that too.
02 · moat agents
your choice of brain
Run agents on our engine or on your existing AI subscription. Same workflow, same history — switch whenever it makes sense.
teamwork
Big jobs get split across a swarm of helpers that work in parallel and report back. Coordination included, free of charge.
no waiting
Safe steps begin while the answer is still forming, and slow answers get raced. It feels fast because it is.
autonomy
Agents decide for themselves when to check in and when to rest. You set the direction; they handle the calendar.
proof
An agent’s work isn’t done when it says so — it’s done when the new version is actually running. No confident paragraphs, just results.
trust
See what an agent has come to believe, and correct it when it’s wrong. Everyone’s conversations stay private to them.
The proof gate exists because an agent once read 19 files, changed nothing, and announced victory. Now “done” means it’s running — not that it said so.
The platform underneath
chat
Your team and your agents in the same channels, with voice and video built in. Agents answer as fast as they think.
apps
Describe an app, watch it go live — your own cloud, minus the YAML. Fifteen apps run on it today.
workspaces
Every person gets a private workspace in the browser. Powerful inside, sealed off outside.
keys
Provider credentials live on the server and never touch a client device. Rotation is automatic.
login
A single account and permissions system across the whole platform — plus a password vault for everyone on it.
growth
One command and a new computer joins the fleet, phones home, and gets to work.
And it compounds: your conversations can become training data, so the system gets better at your work over time — not someone else’s.
03 · Moat OS · Pixel
A hardened OS for Pixel, reimagined around the agent instead of the app grid. The home screen is the slate: a text field, a voice button, and one line telling you what actually needs you. Everything else stays quiet.
The moat app · iOS + Android
Any iPhone or Android phone becomes a window onto your moat: your agents, your channels, your music — served from your own machines. In beta on TestFlight today.
Request access
Private beta for people who’d rather own their intelligence than rent it.