A unified governance and remediation engine for modern AI‑enabled systems.


Introduction

Arctyx is an AI Governance and Remediation Platform that provides automated insight into the structure, compliance posture, and risk profile of AI systems and digital architectures. It combines rulepack‑driven governance, workflow approvals, dependency graph analysis, telemetry, and audit‑grade reporting into a single, lightweight toolchain.

Designed for engineering teams, compliance officers, and enterprise architecture groups, Arctyx delivers actionable intelligence without requiring changes to existing development workflows. It supports organisations that need continuous, repeatable, and auditable governance at scale.


Core Capabilities

1. Structural Analysis and Dependency Graph

Arctyx builds a live dependency graph of your AI components and codebases, including:

  • Modules
  • Classes
  • Functions
  • Methods
  • Variables
  • Imports
  • Model endpoints
  • Data pipelines
  • Infrastructure components

This provides a complete architectural map for governance, refactoring, compliance, and risk assessment.


2. Rulepack Driven Governance

Arctyx evaluates systems against structured, versioned rulepacks that define governance logic for:

  • Security controls
  • Architecture standards
  • Data governance
  • AI governance
  • ML risk
  • Compliance frameworks such as ISO 27001, SOC2, GDPR, PCI‑DSS, and NIST 800‑53

Rulepacks are machine evaluable, auditable, and tailored to your organisation.


3. Workflow Approvals

Arctyx enforces multi‑step approval workflows for sensitive changes, including:

  • Model updates
  • Data schema changes
  • Access policy modifications
  • Architecture changes

Approvals are logged, timestamped, and traceable, creating a complete audit trail.


4. Telemetry and Audit Trails

Arctyx records every governance event:

  • Rule evaluations
  • Failures
  • Approvals
  • Remediation actions
  • Sync operations

Audit evidence is available on demand, not reconstructed after the fact.


5. Sync Pipeline for Multi Environment Governance

Arctyx synchronises governance state across:

  • Development
  • Staging
  • Production
  • Air gapped or regulated networks

This prevents drift and ensures consistent governance across environments.


6. SSO and RBAC

Arctyx integrates with your identity provider and enforces role based access controls so that only authorised users can view, approve, or modify governance artefacts.


7. Multi Interface Access

Use Arctyx through:

  • CLI for automation and CI/CD
  • FastAPI service for dashboards and integration
  • React dashboard for engineering and governance teams


8. Zero Crash Governance Mode

All interfaces are designed to remain stable even on malformed input. This ensures reliability in CI pipelines, compliance workflows, and enterprise environments.


Extended Governance Capabilities

AI Governance

Arctyx provides governance controls for:

  • Model versioning
  • Training data lineage
  • Inference endpoints
  • Drift detection
  • Bias and fairness checks
  • Explainability requirements


ML Risk Controls

Rulepacks can enforce:

  • Robustness checks
  • Adversarial risk detection
  • Fairness thresholds
  • Model approval workflows
  • Monitoring requirements


Architecture Governance

Arctyx detects:

  • Architecture drift
  • Dependency hotspots
  • Circular imports
  • Fragile components
  • High fan in modules
  • Configuration inconsistencies


Compliance Packs

Arctyx includes rulepacks aligned with:

  • ISO 27001
  • SOC2
  • GDPR
  • PCI‑DSS
  • NIST 800‑53
  • Cloud architecture standards for AWS, Azure, and GCP



Industry packs are available for:

  • Finance
  • Retail
  • Manufacturing
  • Public sector
  • Energy
  • Telecom
  • Healthcare


Why Organisations Use Arctyx

Governance

Ensures AI systems meet security, architecture, and compliance standards.

Refactoring

Identifies hotspots, complexity, and structural issues early.

Risk Reduction

Surfaces architectural and AI specific risks before they become incidents.

Compliance

Provides evidence for audits and regulatory reviews through rulepacks and telemetry.

Developer Productivity

Gives teams visibility into large or legacy systems and AI pipelines.


Multi Environment Consistency

Tracks governance state across environments and prevents configuration drift.


Who Arctyx Is For

  • Engineering teams
  • AI governance teams
  • CTOs and Heads of Engineering
  • Compliance and risk teams
  • Enterprise architecture teams
  • Consultancies delivering AI solutions


Deployment Options

  • Local installation
  • On premises enterprise deployment
  • Hosted SaaS
  • Hybrid consultancy plus tooling model
  • Air gapped and regulated environments supported through sync pipeline