Clifftop lookout above a rugged coastline

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VÖRDAG

Sovereign AI.

Vördag is Hycomaru’s sovereign AI platform for explicit knowledge, traceable reasoning, scientific modelling and hydrocode simulation, engineered for private, on-premises and air-gapped high-security environments.

Built to keep mission-critical knowledge, models and machine intelligence under your control.

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Vördag is . . .

A sovereign AI platform that makes its knowledge and reasoning skills explicit, structured, and traceable, designed to support experts in their work, critical decision-making and scientific discovery.

Structured Knowledge

Vördag represents knowledge as explicit, connected structures rather than leaving meaning buried in documents or model weights.

Advanced Reasoning

Vördag is being developed to reason over explicit knowledge structures, examining relationships, constraints and competing interpretations rather than relying solely on generated answers.

Scientific Modelling

Vördag connects knowledge and reasoning with explicit scientific models, quantities, units and computational relationships, through to hydrocode simulation of high-rate physical events.

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Why Sovereign AI?

Some knowledge is too important or sensitive to store in the cloud. Vördag is designed for complete local control. Deployable in private, on-premises and air-gapped environments, ensuring data, models and infrastructure remain under your authority.

Data held by a third-party cloud provider is subject to the laws of that provider's jurisdiction, wherever it is physically stored. Vördag removes the third party, so there is no external provider to compel.

  • Private deployment
  • Air-gapped ready
  • No external cloud dependency
  • Designed for high-security sites
  • Your data. Your environment. Your control.

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What makes it different?

Vördag is more than an interface to a general-purpose model. It is built on a principled architecture for explicit knowledge, reasoning and scientific modelling, informed by Supercortical Theory.

Deep Tech

Not just an application, but an evolving cognitive architecture.

Explicit Knowledge & Skills

Structured, traceable and machine-operable knowledge and skill graphs.

Research-Led Engineering

A private UK AI lab focused on real-world capability.

Built for Critical Use

Designed for complex, high-stakes environments.

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Research foundation

Supercortical Theory

Vördag is guided by Supercortical Theory (SCT), the documented research of Hycomaru's founder, Clive Hudson.

Supercortical Theory (SCT)
The research: how knowledge, skills, competing interpretations and reasoning can be represented and operated upon by machine systems.
Supercortical Architecture
The engineering: systems built to SCT principles, holding knowledge and reasoning as explicit, operable structures above the level of any individual model.
Supercortical Technology
The destination: machine intelligence taken as far as Supercortical Architecture can carry it.
20+ years
researched and refined
1,600+ pages
current research documentation
Under NDA
only available to assessors and investors

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Where the architecture is going

Vördag is progressively moving from information retrieval towards explicit machine knowledge and cognitive-like capabilities.

Knowledge Graph Extraction

Converting diverse text-based sources and their images into structured knowledge presented as entities and the events that bind them.

Explicit Scientific Reasoning

Holding multiple perspectives and candidate truths, not just single answers, for more capable, adaptable and verifiable machine reasoning.

Hydrocode Simulation

Coupling explicit scientific knowledge with hydrocode solvers for high-rate dynamics and impact.

Low-energy Language Comprehension

An SCT research objective: language comprehension that learns and runs on a fraction of the energy demanded by today's large models.

Towards Supercortical Technology

Extending Supercortical Architecture towards machine intelligence that is substantially more capable, adaptable and verifiable than today's AI systems.

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Technology roadmap

Vördag is being developed as a set of maturing technologies.

The following Technology Readiness Levels (TRLs) are indicative of each workstream.

Core Sovereign Vördag platform
Knowledge Vault / RAG
Algebraic Compute Graphs
Vördag Hydrocode
Image-Based Knowledge
Knowledge Graph Authoring
Knowledge Graph Extraction
Cognitive Skills Graphs
Supercortical-Derived Reasoning

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Planned Product Upgrade Path

Vördag is released in cumulative editions. Each edition builds on the one before, and subscribers receive every upgrade as it is released.

  1. Vördag Core

    Explicit knowledge, traceable reasoning and sovereign deployment, the foundation every edition builds on.

    Nearing release

  2. Vördag Engineer

    Adds engineering models, quantities and units, turning structured knowledge into calculation and design analysis.

    Planned

  3. Vördag Hydrocode

    Adds hydrocode simulation of high-rate dynamics and impact.

    Planned

  4. Vördag Discovery

    Adds directed investigation, using the full platform to form and test hypotheses about real-world systems.

    Planned

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Current capability

Today, Vördag already exists as a working platform, with core capabilities in place and active development across key areas.

Working platform

Organise work into workspaces and projects. Familiar drag-and-drop interface.

Knowledge ingestion and retrieval

Locally hosted document conversion processes PDF, Word, Markdown, plain text and other common formats into searchable, structured knowledge.

Media Library

View extracted images and graphs. Searchable descriptions, manually curated and/or generated by locally-hosted models.

Science Library

Predefined Units, Quantities, Constants, and Dimensions used by our algebraic solver.

Graph-based active compute models

Run Scenarios against validated algebraic graphs with user-defined input variables.

Graph-based structures

Manual creation and curation of knowledge graphs of entities and events is well advanced. Automatic extraction from text is at proof-of-concept stage.

Sovereign deployment

Configuration graphs support private networks and air-gapped environments.

Scientific modelling

Physical models and Scenario analysis.

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Why Vördag?

The name Vördag draws on Norse heritage.

Vör is a Norse goddess associated with awareness, wisdom and inquiry.

Dagr is the Old Norse personification of day.

Together they reflect a system concerned with making knowledge explicit, discoverable and usable.

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Hycomaru

The company behind Vördag

Hycomaru Limited is a UK deep-tech company and research lab. We develop advanced software, knowledge systems and machine reasoning built on Supercortical Architecture, for high-stakes, real-world challenges.

Hycomaru was founded by Clive Hudson, a software engineer with over 40 years' experience, to develop next-generation hydrocode software. His Supercortical Theory research underpins Vördag, and Vördag Hydrocode remains a core destination of the platform roadmap.

From the outset, Clive and Hycomaru's lead investor have shared a long-term aim: to take machine intelligence as far as it can go. We call that destination Supercortical Technology, and Supercortical Architecture is how we engineer towards it.

Key Attributes

  • UK-based
  • Research-led
  • Long-term product support and development
  • Hydrocode and dual-use scientific software
  • Serving multiple scientific and knowledge domains

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For partners and investors

Hycomaru welcomes discussions with organisations and individuals who share our interest in sovereign AI, advanced scientific software and machine reasoning.

Government and defence

Secure, sovereign capability for critical missions, including high-rate dynamics simulation.

Research and technology partners

Collaborative development and real-world application.

Business model

Vördag is licensed by subscription, priced per site and per seat. Subscribers receive every edition upgrade as it is released.

Pilot use

Vördag is in pilot use at The Coventry Arsenal, a Hycomaru shareholder, and at Programify, the founder's software company. Further pilots are under discussion with UK organisations, including an electronics engineering firm.

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Contact

Let's start a conversation.

We welcome enquiries from government, industry, academia, potential investors, and the media.

contact@hycomaru.com