Deterministic systems infrastructure for governed environments.

Software that behaves predictably under audit. Designed to be verified, not trusted on faith.

Spey Systems Ltd. Registered in Scotland.

Section I

Systems infrastructure with verifiable behaviour

Spey Systems develops software infrastructure where correctness is not assumed. Formal specifications, deterministic execution, and auditable provenance are design constraints, not afterthoughts.

The portfolio spans verifiable AI execution frameworks, financial software kernels, and deterministic ML pipelines. Each is governed by the same engineering philosophy, and each is relevant to regulated and audit-critical environments.

Section II · Portfolio

The portfolio.

Three distinct brand surfaces. One engineering foundation.

Framework

Axioma / AXILOG

axilog.io

Axioma is a verifiable AI execution framework. It defines seven formal layers, from epistemic containment through governance, for AI systems that must operate under audit. Published specifications are hosted at axilog.io. All layer contracts are formal, versioned, and publicly accessible.

axilog.io
IP Murray Deterministic Computing Platform. UK patents GB2521625.0 and GB2522369.4 assigned to Spey Systems Ltd.
Portfolio

SpeyTech

speytech.com

SpeyTech is the deterministic computing portfolio: the surface for technical IP, published research, and open engineering work. It hosts the MDCP and MDLCE patent implementations, the certifiable-* open-source ML pipeline ecosystem, and the C-Sentinel semantic security tool.

speytech.com
SaaS

SpeyBooks

speybooks.com

SpeyBooks is an API-first financial software kernel for UK businesses, currently in late development. Financial correctness is enforced at the database layer through declared invariants, not application logic. Designed for developers who need accounting that behaves deterministically.

speybooks.com
Section III

Engagement areas.

The company supports commercial engagements in the following areas:

Systems architecture and assurance infrastructure
Architecture design for systems requiring auditability, formal provenance, and deterministic behaviour across their operational lifetime.
Verifiable AI execution
Framework design, layer specification, and governance contract authoring for AI systems subject to regulatory or procurement scrutiny.
Safety-critical software assurance
Technical assurance support for software operating under DO-178C, IEC 62304, ISO 26262, or similar certification frameworks.
Deterministic ML pipeline design
Pipeline architecture and review for machine learning systems requiring bit-identical reproducibility across platforms.

Capability statements are available on request. View capability statement

Section IV

Engineering discipline

The work is built on published specifications, open-source implementations, and formal contracts that can be inspected independently.

Axioma specifications
Formally versioned, publicly indexed, accessible at axilog.io
certifiable-* ecosystem
Nine open-source repositories implementing deterministic ML pipelines with Merkle audit trails
UK patents
GB2521625.0 and GB2522369.4 assigned to Spey Systems Ltd
AGPL-3.0 licensing
Framework specifications published under open licence
Epistemic Security position paper
Published to Zenodo. DOI: 10.5281/zenodo.19489291

Provenance is a first-class concern. Build artefacts, specification lineage, and cryptographic anchors are documented at axilog.io/provenance/.

Section V

Open engineering

  • Public repositories at github.com/SpeyTech
  • Published formal specifications for the Axioma framework
  • Open-source deterministic ML tooling: the certifiable-* pipeline ecosystem
  • AGPL-licensed framework specifications
  • Research publications and reference implementations
Verifiability that cannot be inspected is not verifiability.

The company.

A private limited company registered in Scotland (SC889983). The legal operating entity behind axilog.io, speytech.com, and speybooks.com, and the registered proprietor of both UK patents.

The engineering foundation is 30 years of UNIX and infrastructure practice, from Solaris 2.6 through to current RHEL and cloud-native environments. That lineage informs the architecture philosophy: operational experience at scale, preference for deterministic behaviour, no tolerance for systems that fail silently.

Based in the Scottish Highlands.

Registered name
Spey Systems Ltd
Company number
SC889983
Jurisdiction
Scotland, United Kingdom
Base
Scottish Highlands
Affiliation
Visiting Scholar, Heriot-Watt University
Patents
GB2521625.0 · GB2522369.4
Contact

Engage.

The company accepts enquiries relating to technical partnerships and licensing, systems architecture engagements, regulated-industry infrastructure projects, research collaboration, and procurement capability assessment.

Capability statements are available on request.