Government AI governance & behavioral readiness

AI Governance and Behavioral Readiness Assessment Platform

Helping governments and organizations assess, strengthen, and accelerate responsible AI readiness through governance, ethics, human oversight, and behavioral transformation.

Begin assessment → How it works
Platform

Six dimensions of readiness

Governance, technology, ethics, oversight, inclusion, and behavioral factors—scored with dimension-specific weights in your overall readiness result.

Governance & behavioral questionnaire

32 questions: six governance dimensions plus twelve behavioral insights for public sector readiness.

Scoring system

Combined governance and behavioral readiness score with dimension breakdown and risk level.

Results dashboard

Governance, behavioral, and overall readiness metrics in one unified view.

Behavioral insights

Trust, cognitive bias, citizen UX, and change management—from a behavioral science lens.

Recommendations

High, medium, and low priority actions from governance and behavioral experts.

International standards

Reference library aligning national practice with UNESCO, OECD, UNICEF, EU, and UN frameworks.

International Standards Framework

International Standards Library

A curated reference for governments and public institutions implementing responsible AI. Use these frameworks to inform policy design, institutional governance, and alignment with global norms.

Methodology

Assessment Methodology

This rapid assessment framework synthesizes internationally recognized principles and governance guidance for responsible AI adoption.

UNESCO Recommendation on the Ethics of AI

The first global normative instrument on AI ethics, guiding governments toward human-rights-based, inclusive, and accountable AI systems.

Relevance to assessment dimensions

Ethics & Safeguards, Human Oversight & Accountability, Inclusion & Vulnerable Groups

OECD AI Principles

Intergovernmental principles for trustworthy AI that benefits people and the planet through transparency, fairness, and accountability.

Relevance to assessment dimensions

Governance & Strategy, Data & Technology, Ethics & Safeguards, Behavioral Insights

UNICEF Policy Guidance on AI for Children

Guidance for governments and institutions to protect, empower, and include children in the design and use of AI-enabled services.

Relevance to assessment dimensions

Inclusion & Vulnerable Groups, Behavioral Insights & Human Factors

European Union AI Act

The EU's risk-based regulatory framework establishing requirements for transparency, human oversight, and governance of AI systems.

Relevance to assessment dimensions

Governance & Strategy, Data & Technology, Human Oversight & Accountability

United Nations Global Digital Compact

A UN framework for inclusive digital cooperation, capacity building, and governance of emerging technologies including AI.

Relevance to assessment dimensions

Governance & Strategy, Inclusion & Vulnerable Groups, Behavioral Insights & Human Factors

This assessment is a rapid diagnostic tool designed to identify strengths, gaps, and priority actions. A comprehensive organizational AI readiness review would require additional interviews, documentation review, stakeholder consultation, and institutional analysis.

Questionnaire

Governance & behavioral readiness assessment

32 questions aligned with international standards (UNESCO, OECD, UNICEF, EU AI Act, UN Global Digital Compact). Complete all questions first. International standards alignment is shown in your results after submission.

Completion 0 / 32 answered

1. Governance & Strategy

Documented AI strategy or policy?
Designated AI governance lead or committee?
Maintained inventory of AI systems in use?
Regular AI impact assessments conducted?

2. Data & Technology

Data quality standards for AI training and use?
Can AI decisions be explained to citizens?
Do you use AI systems?
Staff trained on responsible AI use?

3. Ethics & Safeguards

Is there an appeal mechanism for AI-influenced decisions?
Are citizens informed when AI influences decisions affecting them?
Are staff incentives aligned with responsible AI use?
Are staff encouraged to challenge AI recommendations when appropriate?

4. Human Oversight & Accountability

Is there human oversight of AI-supported decisions?
Is human review required for high-impact AI-supported decisions?
Are employees trained to identify automation bias?
Do decision-makers receive training on cognitive risks in AI-assisted workflows?

5. Inclusion & Vulnerable Groups

Are vulnerable groups considered in AI design and deployment?
Are AI-enabled services tested with end users before deployment?
Is citizen feedback on AI-enabled services collected and acted upon?
Is citizen trust in AI-supported services monitored?

Behavioral Insights & Human Factors

Twelve questions across trust, cognitive bias, citizen experience, and organizational change.

Trust & acceptance

Do staff understand the strengths and limitations of AI systems?
Has trust in AI-supported decision-making been assessed?
Are AI systems presented as support tools rather than replacements for human judgment?

Cognitive biases

Are staff trained to recognize automation bias?
Are safeguards in place to prevent overreliance on AI outputs?
Is independent human review required for high-impact AI-supported decisions?

Citizen behavior & user experience

Have behavioral barriers affecting citizens been assessed?
Are AI-enabled services tested with users before deployment?
Is citizen trust in AI-enabled public services monitored?

Organizational behavior & change management

Is there a formal change management strategy for AI adoption?
Are incentives aligned with responsible AI use?
Is staff feedback regularly collected and incorporated?
Dashboard

Governance & Behavioral Readiness Dashboard

Executive Summary

Overall Readiness Score 0 / 100
Maturity Level —
Risk Level —
Strongest Dimension —
Weakest Dimension —

Top 3 Priority Actions

    Assessment Framework

    This platform combines institutional AI governance maturity with behavioral readiness assessment into a unified diagnostic framework for governments and public sector organizations.

    Unlike traditional AI governance assessments that primarily evaluate policies, compliance, and technical controls, this framework also measures the human factors that determine successful AI adoption, including organizational behavior, workforce capability, trust, human oversight, and change readiness.

    International benchmarks

    • UNESCO Recommendation on the Ethics of Artificial Intelligence
    • OECD AI Principles
    • UNICEF Guidance on AI for Children
    • European Union AI Act
    • United Nations Global Digital Compact

    Assessment results are intended to

    • Identify institutional strengths and governance gaps.
    • Measure behavioral readiness for responsible AI adoption.
    • Prioritize improvement actions.
    • Support evidence-informed AI governance planning.

    Important Notice

    This is a Rapid AI Governance & Behavioral Readiness Assessment designed for diagnostic and planning purposes. It provides an initial indication of organizational readiness and priority areas for improvement.

    The assessment is not a formal audit, certification, regulatory compliance review, or legal opinion. A comprehensive institutional AI readiness assessment should include document review, stakeholder interviews, governance analysis, technical evaluation, and organizational diagnostics.

    Rapid Diagnostic Framework | Governance + Behavioral Readiness
    0 Practices in place
    0 Gaps identified
    6 Dimensions assessed

    Behavioral Readiness

    0% Overall Behavioral Readiness Score
    0% Trust & Acceptance Score
    0% Cognitive Bias Score
    0% Citizen Experience Score
    0% Change Management Score
    0 Overall governance & readiness
    —
    Maturity Level: —

    Dimension scores (Governance 20%, Data 15%, Ethics 20%, Oversight 20%, Inclusion 10%, Behavioral 15%)

    1. Governance & Strategy0%
    2. Data & Technology0%
    3. Ethics & Safeguards0%
    4. Human Oversight & Accountability0%
    5. Inclusion & Vulnerable Groups0%
    6. Behavioral Insights & Human Factors0%

    Identified governance gaps

    Expand each card to view international standards alignment, principles, rationale, and expected governance impact.

    International standards alignment

    Executive benchmarking view across international frameworks. Alignment scores reflect mapped assessment practices—expand priorities, not individual questionnaire items.

    0 Aligned practices
    0 Standards gaps

    Behavioral Risk Dashboard

    Evidence-informed guidance from behavioral science & public sector innovation experts

    Personalized behavioral risk analysis and interventions generated from your assessment.

    Behavioral Readiness Score 0% Overall behavioral preparedness

    Behavioral Risk Distribution

    Behavioral risk distribution by category

      Priority Matrix

      Executive Insight

      Intervention Recommendations

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