AI Governance Risk Quantification Quick Scan

AIGN.Global™ · AIGN OS 4.0 · AI-GRQ
Model v2.1 · Patrick Upmann ©2026

AI Governance Risk Quantification

AI-GRQ™ translates AI use-case exposure, role, jurisdiction, industry and governance maturity into a board-oriented risk signal and simulated exposure range. The visible website block contains only the interface; the scoring engine runs server-side in WordPress/PHP.

Protected setup: Use cases, weights, jurisdiction mapping and exposure simulation are calculated in PHP. Browser users only see inputs and returned results, not the full AIGN logic.
Step 1 · Company context
Step 2 · AI application portfolio

Exposure value = estimated annual business / transaction / decision value influenced by this application. If left empty, the server applies the use-case default internally.

Professional evidence layer
Simulated annual exposure
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P10
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P50
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P90
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P99
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Server-side result will appear here.
Inherent gross exposure
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Current residual exposure
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Target residual exposure
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Risk reduction potential
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Top risk drivers
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Recommended next step
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Agentic runtime readiness
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Vendor dependency readiness
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Role obligation focus
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30 / 60 / 90-day roadmap
30 days
    60 days
      90 days
        Application details returned by server
        ApplicationClassificationAutonomySeverityResidual
        Regulatory penalty ceiling
        —

        Method note. Indicative server-side screening output. Not legal advice, certification, audit assurance, insurance pricing or a guaranteed loss amount. Penalty ceilings are statutory maxima only and require qualified legal review. AIGN AI-GRQ / AIGN OS methodology © AIGN.Global.
        AIGN OS Service Path

        Turn your AI-GRQ result into board-ready action

        The AIGN AI-GRQ Quick Scan is the starting point. If your result indicates material AI Governance exposure, the next step is to validate the use cases, interpret the risk drivers and translate the result into a structured governance roadmap.

        Step 1 · Reviewed Brief
        AIGN AI-GRQ Executive Risk Brief
        A concise board-ready interpretation of your AI-GRQ result, including key risk drivers, governance priorities, next-step recommendations and executive questions.
        690 € reviewed brief
        Request Brief
        Step 2 · Validation Workshop
        AIGN AI-GRQ Review Workshop
        A structured review session to validate your AI use cases, risk classification, agentic exposure, vendor dependencies and immediate 30 / 60 / 90-day governance priorities.
        3,900 € workshop
        Book Workshop
        Step 3 · Full Assessment
        AIGN OS Readiness Assessment
        Move from screening to validated AI Governance readiness through inventory review, control gap assessment, role mapping, vendor review and board-level roadmap.
        from 7,500 € assessment
        Request Assessment
        Recommended path: Quick Scan → Executive Risk Brief → Review Workshop → AIGN OS Readiness Assessment → Implementation / Trust Path.
        For inquiries, contact message@now.digital. AIGN AI-GRQ provides indicative screening output. It is not legal advice, certification, audit assurance or a deterministic fine calculator. Legal and regulatory reliance requires qualified review.