AvenBox — Sovereign AI Control System

AvenBox — HardwarePROTOTYPE
SCROLL

Display

OLED STATUS

Direct model state readout. Status ring, mode label, battery level. No unlock screen — always visible.

Thermal

AVENCOOL

Active cooling with full-width exhaust. Copper thermal path keeps sustained workloads stable under the 157 TOPS envelope.

Side profile

ALUMINUM CHASSIS

0.7mm wall. CNC-machined. Antenna lines at top and bottom. Side control button flush-mounted.

Ports

DIRECT ACCESS

USB-C (left) and USB-A (right). Physical connection — no cloud handshake, no wireless pairing dependency.

X-ray

FULL STACK

6 layers: Shell / Chassis / PCB / AvenCore / Battery / Thermal. Every component in view — nothing hidden.

Reservation — Open

Serious early-access interest only.

AvenBox is a working prototype. The reservation exists for people who have read the architecture and want a confirmed position in the first production run.

Product Definition

What AvenBox is in practical terms

AvenBox is the product form of the company thesis: serious AI work should not require delegating control to cloud systems. It is portable by design, local-first by architecture, and built for continuity across surfaces.

01

Portable private AI

AvenBox brings private AI close to where the user is working — so sensitive context, private prompts, and real decisions stay under direct control rather than routed outward by default.

02

A system with continuity

AvenBox is designed to remain coherent when work moves — from direct device interaction to desk workflows and trusted environments — rather than forcing a restart at each surface.

03

Control as the product

The real product value is not the hardware. It is explicit authority over where intelligence runs, what stays local, and what may ever leave the trust boundary at all.

Two Ways To Use It

Direct interaction and companion continuity

AvenBox is designed for two modes of use that connect: direct on-device interaction, and companion continuity when work shifts to a desk or other trusted surface.

01 / DIRECT

Private at the point of work.

AvenBox handles immediate private interaction at the point of work — quick inputs, local AI queries, and routing decisions — without requiring a cloud connection to function.

Private prompts and context stay close to the user.
Deliberate interaction — designed for intent, not passive ambient listening.
02 / CONTINUITY

Context that survives movement.

The companion layer keeps context coherent when work shifts from direct interaction to desk workflows and back again. Continuity is part of the product, not an accessory to it.

Context survives movement between direct use and the desk.
Trusted continuity matters more than surface novelty.

What It Can Coordinate

One control model across three paths

AvenBox governs three defined execution paths. The user's authority over which path any task follows is the product — not the paths themselves.

01

Local execution

Local is the default path when work can remain within the immediate trusted setup. Private, fast, and not dependent on outside connectivity.

02

Trusted extension

Some tasks can extend to other systems the user controls — when more compute, more room, or a different environment is needed — without surrendering the control model.

03

Controlled external path

Any outside path is explicit, constrained, and visible to the user — not the product's hidden default. Outside access is a user-governed choice, not a system assumption.

Why This Form Exists

Portable, not phone-like. Private, not isolated.

The product form is the answer to a specific problem: how to carry a serious AI control model into daily work without collapsing into the wrong category.

01

Portable, not a phone replacement

Portability matters because serious work does not happen in only one place. That does not make AvenBox a phone category product — the form follows the trust model, not a mobile-device template.

02

Private, not cut off from workflow

AvenBox keeps private AI close without cutting the user off from the tools and environments they already trust. Privacy and continuity are both requirements, not a trade-off.

03

Purpose-built, not novelty-built

The form factor exists to carry a different trust model for AI into daily work — not to generate gadget fascination or product-launch theater.

Specifications

Directional specifications

Reference specifications for the current production direction. Final numbers may shift before launch as component costs settle.

01
Compute
Local-first AI coreDedicated on-device inference. No cloud dependency to operate.
02
Performance
Up to 157 TOPSOn-device AI performance targeted for local-first inference workloads.
03
Memory
16 GB unifiedWorking memory shared across the orchestration and inference layers.
04
Storage
512 GB NVMeEncrypted local storage. No telemetry upload by default.
05
Connectivity
Wi-Fi 6E, Bluetooth 5.3, USB-C, USB-ATrusted extension paths over local network. External access explicit and bounded.
06
Form factor
16 × 7.7 × 1.8 cmPalm-scale enclosure. Portable, desk-coherent — carries between direct use and desk workflows without losing context.
07
Trust boundary
Architecture-levelRouting decisions enforced in the control layer, not in user-configurable settings.

All values directional — subject to change before launch.

Truth State

What is real, what is current prototype, and what is later

A real working AI control, privacy, and orchestration prototype, now being shaped into a production-grade product.

real now

Core control logic

The real foundation is the control-layer model itself: local-first execution, defined trust boundaries, and continuity as a core system property.

prototype now

Current interaction and continuity

Current interaction flows, companion continuity, and the full product experience exist in prototype form. They are real and active — and still being shaped toward production-grade behavior.

roadmap

Finished product maturity

Finished consumer hardware, broader ecosystem depth, and later platform polish are part of the production roadmap. They are not yet complete.

Next Step

Evaluate the product from the right angles