On-device AI, made human

Private AI, run entirely on your device — built on QVAC

We're building apps that run AI entirely on your phone, powered by QVAC. No account, no cloud, nothing sent anywhere. The model comes to your data instead of the other way round.

Our mission

Intelligence you own.

The AI you rely on most knows your notes, your money, your health. Using it today means handing all of that to someone else, then hoping they look after it.

We think that's a bad trade, and an unnecessary one. Phones got fast enough. Models got small enough. The intelligence can run where your life already is: in your pocket, on hardware you own.

So that's what we build. Apps where the AI runs on your device, works without a signal, and answers only to you. No account to be locked out of. No subscription holding your files hostage. If we disappeared tomorrow, they would keep working.

Not your AI, not your intelligence. We'd rather it were yours.

The apps

Four apps. One private engine.

Each one is a specialist. They share the same on-device foundation, and none of them send your data anywhere.

Local NotesComing soon

Write like no one's watching. Notes, notebooks, and an AI you can ask about anything you've written. It never leaves your phone.

Local Notes: the note editor, showing a note with an AI assistant button
Local ChatComing soon

A capable assistant with no one listening. Ask it anything, think out loud, work through a problem. The conversation happens on your device and stays there. Works on a plane.

Chat Qwen3 1.7B · on this phone Explain this contract clause It means you can leave with 60 days' notice, and the rent can't rise more than 4% in any single year. Draft a reply for me Ask anything… works in airplane mode
Local MoneyComing soon

See where your money goes without handing your bank login to anyone. Snap a receipt, say what you spent, or bring in a statement. It's read on your phone and stays there.

Local Money: the dashboard, showing net worth, spending by category, and accounts
Local LegalComing soon

Leases, contracts, policies. The documents that decide things, read and explained in plain language. It finds the clause you're looking for, and nothing is uploaded anywhere.

Documents 12 files · indexed on device Search your documents… Apartment lease.pdf 8 pages · scanned Employment contract 14 pages ANSWER You must give 60 days' written notice before the renewal date, and any rent increase is capped at 4%. Apartment lease.pdf · p.6 nothing was uploaded
Why local

Your data never leaves your phone.

Most apps promise to keep your data safe on their machines. We don't have machines. The model runs on your phone, which means there's nowhere for anything to be sent, stored, or leaked.

Nothing leaves

Your notes, receipts, and documents are read on your phone and stay there. Not encrypted in transit to us. Never sent to us at all. There's no account, so there is nothing to breach.

It works anywhere

On a plane, in a tunnel, in a country that blocks the service. The model lives on your device, so it needs no permission from a network, or from us, to answer you.

Yours to keep

No subscription gates the thing you already installed. No account can be suspended. The intelligence is a file on your phone, and it keeps running whether or not we're still here.

How it works

Built with QVAC.

The AI inside our upcoming apps is powered by QVAC, Tether's open-source engine for running models directly on hardware you own rather than in someone's data centre. It is local-first, peer-to-peer, and free to use.

QVAC handles the intelligence. We handle everything you touch: the design, the words, and the sense that this is a tool rather than a service.

QVAC is Tether's open-source project, released under Apache‑2.0. We build on it as an independent company. LOCALHOST 41 INC. is not affiliated with, endorsed by, or a subsidiary of Tether.

chat & reasoning semantic search speech to text reading documents translation all on-device
Built with QVAC, Tether's open-source on-device AI engine
Open source · Apache-2.0
github.com/tetherto/qvac
The team
Founder
@hedgehog
Engineer
@quietfrog
Engineer
@mattio
Engineer
FAQ

Frequently asked questions.

What is localhost/AI?

localhost/AI is the studio name of LOCALHOST 41 INC., a company building consumer applications where the AI runs entirely on your own device. Its apps are Local Notes, Local Chat, Local Money, and Local Legal. None of them require an account, and none send your data to a server.

Does localhost/AI send my data to the cloud?

No. The AI models run on your phone. Your notes, transactions, documents, and conversations are stored on your device and are never transmitted. There is no account system and no server that receives your content.

What is QVAC?

QVAC is Tether's open-source platform for running AI models directly on your own hardware instead of in a data centre. It provides on-device text generation, embeddings, transcription, OCR, and translation through a single developer interface. localhost/AI builds its applications with QVAC.

Do the apps work offline?

Yes. Because the model is stored on your device, the apps work in airplane mode, in a tunnel, or in a country that blocks a given service. The only network request is the one-time download of the AI model.

Which apps does localhost/AI make?

Four: Local Notes (private notes with an AI you can ask about your own writing), Local Chat (an on-device assistant), Local Money (personal finance with no bank login), and Local Legal (reads and explains your own documents). All four are in development.

Why does Local Money not connect to my bank?

A live bank connection requires a cloud aggregator to hold a persistent token to your account, which would break the promise that nothing leaves your device. Instead, Local Money imports a statement file that is read and categorised on your phone, or you add expenses by receipt, voice, or hand.

Is localhost/AI free?

The apps have no subscription that gates access to software you have already installed, and no account that can be suspended. Because inference happens on your device, there is no per-query cost to pass on.

Get in touch.

[email protected]