The owned intelligence stack

Own the 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

Three layers. One moat.

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.

02 · agents

Agents that do the work

A team of agents that write, run, and ship real things for you — supervised, sandboxed, and accountable for what they claim.

03 · phone

A phone built around the agent

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

Run AI on hardware you own.

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.

  • Runs models others can’t — a 35-billion-parameter model in 8 GB of GPU memory.
  • Stays responsive when busy — short waits even at full load.
  • Speaks the standard API — anything built for OpenAI works here, unchanged.
  • Improves without downtime — new skills and tuning load in seconds.

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

Agents that do the work. And prove it.

your choice of brain

Local or frontier, same agent

Run agents on our engine or on your existing AI subscription. Same workflow, same history — switch whenever it makes sense.

teamwork

One agent becomes sixteen

Big jobs get split across a swarm of helpers that work in parallel and report back. Coordination included, free of charge.

no waiting

Starts before it finishes thinking

Safe steps begin while the answer is still forming, and slow answers get raced. It feels fast because it is.

autonomy

No babysitting

Agents decide for themselves when to check in and when to rest. You set the direction; they handle the calendar.

proof

Done means live

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

Open books

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

One box. The whole stack.

chat

One place to talk

Your team and your agents in the same channels, with voice and video built in. Agents answer as fast as they think.

apps

Apps without the paperwork

Describe an app, watch it go live — your own cloud, minus the YAML. Fifteen apps run on it today.

workspaces

A sandbox for everyone

Every person gets a private workspace in the browser. Powerful inside, sealed off outside.

keys

Your keys stay home

Provider credentials live on the server and never touch a client device. Rotation is automatic.

login

One login for everything

A single account and permissions system across the whole platform — plus a password vault for everyone on it.

growth

Add a machine with one line

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

The simplicity of a dumbphone. Intelligence that would make Stark blush.

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.

  • Three faces, not a drawer — Agents, Messages, Essentials. Swipe between them; nothing else competes for you.
  • Messaging is the OS — people and agents are contacts in one log. Apps become tools your agents call.
  • The notification casino becomes a digest — “Morning brief. 3 updates, 1 needs you.” Spoken aloud on request.
  • Two dial tones — carrier calls stay untouched; on the Moat line your agent can listen, transcribe, and speak.
  • Private by design — the phone talks to your own hardware over a WireGuard mesh, never a stranger’s cloud.
  • Hardened underneath — GrapheneOS base, verified boot, locked bootloader.

The moat app · iOS + Android

The control plane in your pocket.

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.

  • Talk, don’t type — hold to speak, and agents answer aloud in a voice you cloned from one sample.
  • Agents as contacts — create one from a template, clone one that works, tune its skills and browse its memory.
  • Drop a file in chat and it lands in the agent’s scratch space, ready to be worked on.
  • A music tab backed by your own GPU — describe a track or put a station on air, and the next song is already composing while one plays.
  • Voice and video calls, channels, and apps — the same rooms as the web, in your pocket.

Request access

Build your moat.

Private beta for people who’d rather own their intelligence than rent it.