Company / About

Governance needs a system of record.

HumanWox was built to help organisations maintain connected accountability across AI systems, risks, evidence, decisions, reviews, and operational change.

Founded
2025
Category
AI Governance
Architecture
System-first
Designed for
Operational use
01 / Why HumanWox exists

AI governance is increasingly operational, continuous, and system-dependent.

As organisations deploy more AI systems, governance activity becomes harder to reconstruct across teams, reviews, evidence, decisions, and framework requirements. The record of who decided what, on what basis, against which obligation, with what evidence, becomes fragmented across spreadsheets, ticketing tools, slide decks, and inboxes.

HumanWox was built to maintain one connected accountability record behind AI systems over time — a record that survives audits, procurement reviews, organisational change, and the next framework revision.

02 / System-first governance

Most governance approaches organise around documents. HumanWox organises around systems.

Policies and controls describe intent. Documents describe a moment. Neither survives the operational reality of running AI systems over years. HumanWox treats each AI system as the unit of accountability and connects every governance object back to it.

AI System Registry
The canonical inventory of AI systems in operation.
Accountability Chain
Risks ↔ controls ↔ evidence ↔ decisions ↔ reviews.
Obligation Engine
Framework obligations resolved against each system.
Framework Overlay
ISO 42001, EU AI Act, NIST, DSIT on one record.
Audit Continuity
Temporal reconstruction of any system at any date.
03 / Long-term thinking

Built for operational continuity.

HumanWox is designed for governance activity that remains usable across audits, procurement reviews, investigations, organisational change, and evolving frameworks. The record is engineered to outlast the tools, teams, and obligations that produced it.

Audit cycles
Reconstructable years after the fact.
Framework change
Re-overlay without re-collecting evidence.
Organisational change
Ownership reassignment without record loss.
Vendor migration
Records remain the system of truth.
04 / Platform principles

Six principles shape how the platform is designed and how it is operated.

01
System-first governance

Every record — risk, control, evidence, decision, review — is anchored to a specific AI system, not filed against a policy.

02
Connected accountability

Entities link to each other so the full chain behind any AI system can be reconstructed at any point in time.

03
Continuous assurance

Governance is treated as recurring operational work, not a one-time documentation exercise.

04
Operational visibility

Owners, statuses, obligations, and review cycles are visible across the AI estate, not buried in folders.

05
Framework overlay architecture

ISO 42001, the EU AI Act, NIST AI RMF, and DSIT obligations overlay the same underlying record — not parallel silos.

06
Governance continuity

Records remain usable across reorganisations, framework changes, vendor migrations, and staff turnover.

05 / Operating discipline
Governance becomes credible when the record behind it can be reconstructed without the people who produced it. The platform exists to make that record durable.
HumanWox · Platform operating note
06 / Scope of the platform

A defined operating boundary, kept deliberately narrow.

HumanWox is
  • +An AI Governance System of Record
  • +Operational infrastructure for accountability
  • +A framework overlay across ISO 42001, EU AI Act, NIST AI RMF, DSIT
  • +Designed for multi-year continuity
  • +Built around AI systems as the unit of record
HumanWox is not
  • A model evaluation or red-team tool
  • An MLOps or model monitoring platform
  • A policy document repository
  • A consulting deliverable
  • A point-in-time compliance certification
REF: HW-COMPANY-001System of record · accountability continuityExplore the platform →

Start building record for your AI Systems.

One connected structure for systems, risks, evidence, reviews, decisions, and accountability activity across the organisation.