The IAGEA Global Governance Framework
IAGEA provides the world’s most comprehensive, multi-layered framework for AI oversight. Our standards are designed to be interoperable with the EU AI Act, NIST (USA), and UNESCO guidelines, serving as a universal bridge for global compliance.
FOUR PILLARS
Pillar 1: Algorithmic Accountability & Audit (AAA)
Ensuring every automated decision has a traceable "paper trail." IAGEA-ST-01 (Explainability).
Pillar 1: Algorithmic Accountability & Audit (AAA)
Organizations must provide "Legible Logic" reports—plain-language explanations of how high-stakes AI models (in banking, hiring, or healthcare) reach their conclusions.
Pillar 3: Human-in-the-Loop (HITL) Safety Protocols
Preventing "Autonomous Drift" where systems act without oversight. IAGEA-ST-03 (Override Authority).
Pillar 3: Human-in-the-Loop (HITL) Safety Protocols
Mandatory "Emergency Kill-Switches" and human verification steps for any AI system controlling physical infrastructure or lethal technology.
Pillar 2: Data Sovereignty & Privacy Protection (DSPP)
Protecting citizen data from cross-border exploitation. IAGEA-ST-02 (Secure Handling).
Pillar 2: Data Sovereignty & Privacy Protection (DSPP)
Implementation of Federated Learning and Differential Privacy protocols to ensure AI models learn from data without ever "seeing" or storing sensitive personal identifiers.
Pillar 4: Bias Mitigation & Cultural Alignment (BMCA)
Ensuring AI doesn't inherit historical prejudices. IAGEA-ST-04 (Equity Testing).
Pillar 4: Bias Mitigation & Cultural Alignment (BMCA)
"Stress-Testing" for bias against gender, race, and local cultural norms, specifically tailored for the diverse demographics of the Global South.
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