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Ari’el by LIMINA

How much of your mind still belongs to you?

What you share. What you remember. What you do next. Those choices should stay yours.

Try Ari’el free ↗ Meet her first ↓
Online Guest demo Personal PC edition in development
Ari’el, a blue dragon with glasses and a heart pendant
A familiar face.
Your next step.

The proof comes first

Bring one unfinished idea.

Try a real conversation in Ari’el’s online demo. No purchase needed. Start with something ordinary, not private.

Screenshot previewNot a live session
Screenshot of Ari’el’s earlier entrance with Guest and login options. Open the actual application to interact. Open Ari’el
A preview of the earlier entrance. The current app may look different; use the link to interact.

Not sure where to begin? Copy a suggestion, then paste it into Guest.

01

Why she exists

Useful help should leave you in charge.

AI can give a fluent wrong answer. Important context can disappear, and online tools can send information beyond your device. Ari’el’s purpose is to make useful help and understandable boundaries part of the same experience.

Built by Bob Ladrach. Ari’el grew out of decades spent helping people learn difficult systems, then asking a simple question: what would change if the system learned how to work with the person?

How it works

One face.
Several layers.

Ari’el is the experience. LIMINA is the architecture behind it. She is agentic in how she helps—she can clarify, route, remember approved context and move a task forward—but she is not an autonomous agent with her own goals or authority. The model can change; the continuity and permission layer stays in charge.

01
You

Goals, judgment, corrections, permissions.

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02
LIMINA keeps the continuity

The local coordination layer organizes approved information, task context, permissions, corrections and model choice. It is the part that knows what may carry forward and what must remain under your control.

↓
03A
The local model gives it expression

A roughly 1B-parameter language model turns the selected context into ordinary language for drafting, explanation and conversation.

Continuity belongs to the local system; the model is the expression layer.
03B
Any approved language model

Ari’el is model agnostic. A school or business could use a larger local model—70B or 120B, where the hardware supports it—or connect to a custom online system.

External use must have a clear permission boundary.
Fuzzy does not mean magicalContext can be interpreted in degrees. Hard permissions must stay separate from a model’s guess.
Memory is not mind readingConversation context, approved saved information and model training are different things.
Small does not mean infallibleComplex reasoning and unfamiliar facts need care. A confident answer still needs judgment.

What continuity means in practice

You say it“Call me Bob.”
You approve itThe system records the preference.
You can change itCorrect, replace or remove it later.

The boundary is part of the product

Local is specific.
Not absolute.

Processing on your own PC can reduce what you send elsewhere. It does not make a compromised device, shared account or cloud backup private.

Online Guest

A server-hosted demonstration. Use non-sensitive examples.

Personal PC

In development. Supported hardware and offline features will be published before sale.

Your choice

The design calls for clear controls over retained context and external requests.

Evidence

Privacy and offline claims need tests of the actual release, including voice and updates.

Where Ari’el can live

Your PC.
And beyond.

The purpose stays the same. Hardware, permissions and support change with the place. One architecture can serve different model sizes, networks and audiences.

In development

Your own PC

A personal edition designed for local context and supported offline work. Compatibility, installation and support come before a purchase offer.

School or business

A local network

Run Ari’el on one capable machine and let approved PCs, Chromebooks or other browsers reach it over the trusted local network. The model can be sized for the deployment.

Pilot inquiries

A private group

Start with one adult use case, approved machines and clear boundaries. Schools and younger users need a separate safeguarding review.

Field research

A remote community

A shared local hub could work without continuous internet. It still needs power, useful local-language content, community ownership and someone to maintain it.

A fair way to begin

Start where you are.

Try the free demonstration. Decide what is useful before deciding what comes next.

Start here

Try Ari’el

Use the public Guest demonstration and see how the conversation feels before you decide anything.

Try Guest ↗
Coming soon

Ari’el for your PC

Tell us about your machine and what you would like to do. No payment or subscription starts here.

For adult groups

Private pilot

Discuss one useful task, your hardware and the support a responsible first deployment would need.

Guest is free. PC pricing and supported configurations will be published before sales open.

FAQ

Good questions belong here.

What is Ari’el?

Ari’el is a person-facing way to work with AI. LIMINA is the layer behind her that organizes context, permissions, memory and model routing.

Does she work without Wi‑Fi?

The personal installation is designed to keep its everyday layer available offline. The public Guest demonstration runs online.

What does “1B local model” mean?

It means a compact language model can handle many ordinary requests on your own computer. A larger model can be used for deeper work when that route is available and allowed.

Why use a 1B model?

The 1B model is not expected to do every job by itself. LIMINA handles context preparation, approved memory, routing, permissions and deterministic knowledge before the language model is asked to express an answer. That keeps everyday work local, reduces the amount of model computation needed, and makes the model replaceable.

We call the effect resonance: useful capability can emerge when the person, the continuity layer, the routing, the lexicon, the boundaries and the language model work together. It is an engineering design principle we test—not a claim that the system is conscious or that a small model is always better.

Where does my information go?

In a local installation, permitted information can remain on your computer or local network. In the online Guest demo, the session is limited and runs on the public service. The two deployments are intentionally different.

Does Ari’el remember me?

She can use the current conversation and, in a personal installation, retain information you approve. A preference, a model inference and a temporary conversation are different things.

Can I correct or forget something?

That is a required part of the personal product: you should be able to see what was retained, correct it and reset it. Long-term memory is not a promise to remember everything.

Is Ari’el a chatbot?

She uses language models, but the experience also includes contextual routing, continuity, boundaries and human-controlled escalation.

Does she replace teachers, experts or people?

No. Ari’el helps someone understand a situation, plan and take a step they choose. She is not a replacement for professional care, accountable adults or human judgment.

What should I use the Guest demo for?

Bring one ordinary, non-sensitive idea you want to understand, plan or revise. Do not use the introductory demo for clinical, legal, financial or emergency decisions.

Is the online demo the finished personal product?

No. The Guest demo proves the public experience. The personal edition adds local operation, deeper continuity and installation support after compatibility testing.

Can I try Ari’el before buying anything?

Yes. The public Guest demonstration is free. The personal PC edition is being finalized with its hardware, support and update requirements.

How do I ask a question?

Use the Contact form on this site. Tell us what you would like Ari’el to help you do, and we’ll reply.

Specifics

How Ari’el runs.

On a PC or laptop

Ari’el can run locally on a supported Windows computer using a compact model for everyday conversation and task support. The local layer is designed to remain available when the internet is turned off.

Across your local network

Ari’el can run on one computer and be reached by other devices on the same trusted local network. Open Chrome or another modern browser on a laptop, Chromebook, tablet or other browser-based device and connect to the local Ari’el service.

Online

If offline operation and local privacy are not your priority, you can use the online version through a browser. The online service handles the computing and is the path for upcoming access to larger models and expanded capabilities.

What the local setup needs

You need a supported PC or laptop, enough storage for the application and selected model, and a browser for devices connecting over the local network. Exact hardware requirements depend on the model and features chosen.

Is Ari’el tied to one language model?

No. Ari’el is designed to be language-model agnostic. The local edition might use a compact 1B model, while a school or business could use a larger local model—70B or 120B where the hardware supports it—or connect to a custom online system.

What changes between versions?

The Ari’el experience remains familiar, but the processing boundary and selected model can change. Local operation keeps permitted work on your computer or network. Online operation sends the request to the hosted service so it can use hosted computing and, as available, higher-capability models.

Which should I choose?

Choose local when control, offline access and keeping permitted information close matter most. Choose online when convenience, simple access and larger hosted models matter more. You can use the public Guest demonstration before choosing.

Pricing

Simple by intention.

GuestFree demonstration
Personal PCComing soon
Private pilotLet’s discuss your use case

No card is collected here. We will publish PC pricing, compatibility and support terms before sales open.

Contact

Where could Ari’el help?

Send a message and we’ll get back to you.

Avoid sensitive information. We’ll reply using the email address you provide.