EvalCommunity AI Governance Toolkit
A comprehensive workspace for assessing AI risks, governance, fairness, and trustworthiness in monitoring, evaluation, and development programs — including a searchable directory of 140+ global AI governance institutions, standards bodies, and regulatory authorities.
Why AI Governance Matters
Unchecked AI systems can reproduce discrimination, violate privacy, and produce unreliable outputs. Structured governance frameworks help organizations identify and mitigate these risks before deployment.
Trustworthy AI Evaluation
This toolkit operationalizes 126 trustworthy AI metrics alongside ethics assessments, RACI matrices, red teaming planners, and a global governance institutions directory — all in one browser-based workspace.
Ten Integrated Tools
From a Security & Ethics Risk Checker to a Global AI Governance Map of 140+ institutions — every governance function for M&E and development professionals, no account or installation required.
🛡️ AI Security & Ethics Risk Checker
Answer 8 questions about your AI use case to receive an instant security & ethics risk assessment with tailored governance recommendations.
⚠️ AI Risk Register Builder
Document, score, and track AI risks across your programs. Risk score = Impact × Likelihood. Aligned with NIST AI RMF MAP function.
| Risk ID | AI System | Category | Description | Impact ▸ | Likelihood ▸ | Score ▸ | Mitigation | Owner | Status | Actions |
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📋 AI Governance RACI Matrix Builder
Assign governance responsibilities across roles. R = Responsible · A = Accountable (one per activity) · C = Consulted · I = Informed
🔴 AI Red Teaming Simulation Planner
Plan adversarial testing scenarios to probe AI system vulnerabilities before deployment. Identify weaknesses in safety, fairness, and robustness.
| Scenario ID | AI System | Attack Type | Risk Category | Severity | Testing Method | Mitigation Plan | Status | Actions |
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⚖️ AI Fairness Metrics Evaluator
Assess bias risks and track fairness metric evaluations across AI systems. Supports evaluation of responsible AI metrics for protected demographic groups.
| ID | AI System | Sensitive Attribute | Fairness Metric | Bias Risk | Evaluation Method | Mitigation Strategy | Status | Actions |
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🔬 Trustworthy AI Metrics Explorer
Browse 126 AI evaluation metrics. Filter by trustworthiness objective, AI domain, or lifecycle stage. Add metrics to your project catalogue.
| ID | Metric Name | Objective | Description | Domain | Lifecycle Stage | Status | In Catalogue | Reference |
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🧭 AI Ethics Risk Assessment
Evaluate ethical risks in AI systems across stakeholder groups. Identify affected populations and document mitigation strategies aligned with responsible AI principles.
| ID | AI System | Ethical Risk Type | Affected Stakeholders | Impact | Likelihood | Mitigation | Status | Actions |
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🏛️ AI Governance Framework Builder
Define and track governance policies, roles, and implementation stages for your AI governance framework. Aligned with NIST AI RMF GOVERN function.
| ID | Policy Name | Governance Domain | Responsible Role | Implementation Stage | Priority | Status | Actions |
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📊 AI Evaluation Monitoring Dashboard
Track ongoing AI performance metrics against defined thresholds. Monitor AI governance metrics over time and flag values that exceed acceptable risk levels.
| ID | AI System | Metric | Metric Type | Current Value | Threshold | Risk Level | Last Review | Actions |
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🌍 Global AI Governance Map
A searchable directory of 140+ global AI governance institutions — multilateral bodies, standards organizations, national regulators, research ethics boards, and AI safety institutes. Browse by governance layer, region, or category.
