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CyberFoxX

CyberFoxX · Private intelligence. Human purpose.

The future has a memory.

Private intelligence. Intelligent environments. Human purpose.

CyberFoxX is exploring a new generation of locally powered AI systems designed to connect people, technology and the spaces they call home.

Explore the Vision Enter the Lab

Beyond smart homes

Connected devices were only the beginning.

Most smart homes automate devices. CyberFoxX is researching environments that add context, memory and personalisation, so the home can understand routines rather than wait for commands.

Example

“Turn on the kitchen lights.”

The lights turn on. Every request starts from zero, and often travels to a cloud service and back.

  • Follows explicit commands
  • No memory of preferences
  • Often cloud-dependent
Explore Autonomic Homes

Meet Tavian

Status: Research

Intelligence that grows with your world.

Tavian is the AI companion and research platform at the heart of the CyberFoxX vision: an exploration of private AI designed to remember, understand and adapt, while keeping people in control.

  • Persistent household context
  • Natural-language interaction
  • Local knowledge retrieval
  • User-approved actions
Discover Tavian

Conceptual visualisation · Tavian is a research platform, not a commercial product

Intelligence that respects privacy

Your home. Your intelligence. Your data.

The home is the trust boundary. These are the design principles guiding our architecture. They are goals we engineer towards, not claims that every prototype already meets them.

  • Local-first processing

    Designed so that AI runs on hardware inside the home wherever practical, not in a distant data centre.

  • Household-owned memory

    Preferences and context belong to the household, kept inside the home's trust boundary.

  • Consent and choice

    External integrations are optional and explicitly authorised. Some, like weather or updates, do need the internet.

  • Control over what is remembered

    The intention is that people can see, correct and delete what the system remembers.

  • No selling household data

    Our business model does not depend on selling or brokering household information.

Built for humanity · AI for Autism

Status: Exploratory

Autism isn't a problem to fix. It's a language to understand.

Our humanitarian research initiative explores whether private, personalised AI companions could help neurodivergent people and their families communicate, learn and navigate everyday environments, adapting to the individual rather than the other way round.

Exploratory research. Not a medical device, therapy or diagnostic tool.

Learn about the initiative

“Technology should learn to understand the individual, not demand that the individual change to accommodate the technology.”

  • Agency, dignity and individuality first
  • Consent-centred, family-authorised controls
  • Privacy-first, locally hosted by design

Engineered in the real world

Real hardware. Real networks. Real land.

CyberFoxX builds and tests practical systems on physical equipment rather than relying only on abstract AI concepts.

Visit CyberFoxX Labs

  • Edge computing

    NVIDIA Jetson Orin, Raspberry Pi 5 with AI accelerators and repurposed Linux nodes running local models.

  • Physical sensors

    Cameras, thermal imaging and environmental sensors wired into real experiments.

  • Network engineering

    Juniper and WatchGuard security appliances, managed switches and segmented VLANs.

  • Autonomic Ranch

    An approximately eight-acre rural test environment in Cumbria for real-world R&D.

The CyberFoxX ecosystem

Let others build apps. We build ecosystems.

Select a component to see how local AI, household context, secure networking, edge computing, sensors, automation and human interfaces fit together.

CyberFoxX ecosystem map. Selected: Tavian AI Core.TavianAI COREHouseholdContextNetworkInfrastructureEdgeComputingCameras andSensorsAutomationHumanInterfaces

Conceptual system architecture

Tavian AI Core

Status: Research

The research AI companion that interprets context, recalls household memory and proposes helpful actions.

How it contributes

  • Local language models and retrieval
  • Agent orchestration
  • Human-approved action planning

Safeguard: Runs on hardware the household controls.

Development journey

Where we are, and where we are going.

An honest view of progress. We have not attached dates to future phases, because we would rather earn milestones than announce them.

  1. PHASE 01

    Status: Established

    Company formation, infrastructure and engineering experiments.

  2. PHASE 02

    Status: In Development

    Private AI, sensors, networking, local processing and proof-of-concept systems.

    • Tavian research platform: local models, retrieval and household context
    • Sensor and camera integration over local messaging (MQTT)
    • Autonomic Ranch field experiments in Cumbria
    • AI for Autism: exploratory research framing and safeguards

  3. PHASE 03

    Status: Concept

    Integrated intelligent environment and showroom concepts.

  4. PHASE 04

    Status: Vision

    Personalised, repeatable household AI deployments and an expanding ecosystem.

Collaborate

Help build what comes next.

Choose the conversation that fits you best.