How AIGN Operationalizes AI Governance Standards

The AIGN Framework That Turns the EU AI Act, OECD Principles, and NIST Risk Models into Tools, Templates, and Trust Labels

In an age where AI regulation is evolving fast — and accountability is non-negotiable — most companies face a critical gap:

They know what needs to be done.
But they lack the tools to do it — and prove it.

That’s exactly where AIGN comes in.

Built as the global execution layer for responsible AI, the AIGN Framework translates leading standards — from the EU AI Act, OECD AI Principles, and NIST AI RMF — into a fully operational system for:

✔️ AI Risk Diagnostics & Heatmaps
✔️ Redlining, Explainability & Bias Controls
✔️ Trust & Capability Indicators
✔️ Role-based Governance Models (RACI)
✔️ Certification Pathways (Trust Labels & Education Labels)
✔️ Agentic Risk Tools for advanced LLMs and autonomous systems

Unlike other frameworks, AIGN doesn’t stop at policy.
It enables action. And it makes trust visible.

Whether you’re scaling a product, preparing for audit, or entering regulated markets — this is where responsible AI gets real.

AIGN vs. Global Standards — The Missing Operational Layer

“Where others set goals, AIGN delivers tools. Where others offer ethics, AIGN builds infrastructure.”

As AI governance frameworks multiply, the core challenge persists:
None offer direct implementation logic. They define what should be done — but not how.

AIGN fills that global gap.
It translates principles into action, compliance into tooling, and legal expectations into process maturity.

Functional Comparison Matrix (Fully Aligned)

DimensionEU AI ActOECD AI PrinciplesNIST AI RMFAIGN Framework
Legal Enforceability✅ Mandatory (EU)❌ Voluntary❌ Voluntary❌ Voluntary, but audit-ready
Risk Classification✅ Tiers 1–4⚠️ Context-driven✅ Use-case mapping✅ Visual heatmaps + impact tiers
Lifecycle Governance⚠️ Partially defined❌ Not covered✅ 6 Core Functions✅ RACI roles + maturity roadmap
Certification Readiness❌ Not built-in❌ Not defined❌ Not defined✅ Trust Label, Readiness Scan, Education Label
LLM / Agentic AI Risk❌ Not covered❌ Not addressed❌ Minimal✅ Agentic Risk Tool (ARAT), drift triggers
Bias / Fairness / Ethics✅ Required✅ Ethical lens⚠️ Light guidance✅ Bias mitigation + redlining + audit logic
Explainability✅ Required for high-risk✅ Principle only✅ General guidance✅ Built-in metrics + templates
Incident Governance❌ Indirect❌ Missing⚠️ Optional✅ Structured lifecycle + escalation matrix
Sustainability⚠️ EU Green Deal Link✅ Included❌ Omitted✅ Carbon tracking + long-term impact model
Global Readiness🌍 EU-centric🌍 Multilateral🇺🇸 US-centric🌍 Multiregional hubs + low-resource tooling

Detailed Alignment Analysis

EU AI Act → AIGN as Enabler of Legal Readiness

  • AIGN fully operationalizes risk-based obligations under Art. 9–29 of the EU AI Act:
    ✅ Risk Tiers: AIGN Trust Scan + Heatmaps for mapping deployment phase & risk tierThe AIGN Framework_v2
    ✅ High-Risk Criteria: AIGN Capability Indicators cover transparency, oversight, robustness

“AIGN turns compliance ambition into implementation reality.”The AIGN Framework_v2

OECD AI Principles → AIGN as Ethical Implementation Layer

  • AIGN maps all five OECD principles to measurable components:
    ✅ Transparency → Explainability Modules
    ✅ Robustness/Security → Risk Diagnostics, Audit Kits
    ✅ Accountability → Governance Maturity + RACI + Redline LogicThe AIGN Framework_v2
    ✅ Human-centered values → Stakeholder Impact Mapping

“OECD defines the vision. AIGN delivers the metrics and maturity steps to get there.”

NIST AI RMF 2.0 → AIGN as Plug-In Operational Toolkit

  • AIGN maps directly to NIST’s four core functions:
    • Map → Risk & Impact Heatmaps
    • Measure → Trust & Capability Indicators
    • Manage → Mitigation Playbooks + RACI roles
    • Govern → Certification, oversight roles, audit logicThe AIGN Framework_v2

“AIGN brings tooling and certification logic to NIST’s structure — especially for SMEs and fast-scale AI teams.”

UNESCO AI Ethics → AIGN as Ethical Scaffold

  • UNESCO emphasizes dignity, diversity, sustainability.
  • AIGN embeds:
    ✅ Redline Logic
    ✅ Non-discrimination tools
    ✅ Education Label
    ✅ Sustainability Readiness (societal, environmental, generational)The AIGN Framework_v2

Summary: AIGN Is Not Another Framework — It’s the Execution Layer

Most frameworks:

  • Define values,
  • Outline risks,
  • Require compliance.

Only AIGN provides:

  • Toolkits (Trust Scan, Heatmaps, ARAT)
  • Maturity Models (Governance, Sustainability)
  • Role-based Logic (RACI, lifecycle ownership)
  • Certification Paths (Trust Label, Education Label)
  • Implementation Playbooks for governments, startups, and schools

“Where other frameworks stop, AIGN begins — turning ethics into architecture and law into lifecycle governance.”

Turn Regulation into Acceleration

You don’t need more principles. You need implementation.
Whether you’re preparing for the EU AI Act, aligning with NIST, or building trustworthy LLMs — AIGN turns compliance into capability.

👉 Start your Readiness Scan today → message@aign.global

The AIGN Global AI Governance Framework