Welcome to WAIG
WAIG Foundation is a global non-profit dedicated to advancing responsible, ethical, and transparent AI for all. We empower organizations, governments, and individuals to build trust in AI through robust governance, compliance, and innovation.
Programs
Internships, fellowships, mentorships, and volunteer opportunities for all backgrounds.
Products
AI Testing Lab, Governance Validation Tool (GVT), and GTaaS for compliance and risk management.
Resources
Articles, blogs, whitepapers, events, and learning modules for AI governance and compliance.
Partners
Collaborate with industry, academia, and government to shape the future of AI governance.
Comprehensive Gap Analysis
WAIG (World AI Governance) is a non-profit initiative aiming to make AI safe, ethical, and accessible globally. Its vision is a unified, trusted AI Testing Labs, a Governance Validation Tool, and a “Governance Testing as a Service” platform.
System Objectives & Role
Responsibilities
WAIG should adopt measurable objectives (e.g. bias reduction, transparency, robustness) and assign clear roles (Chief AI Ethics Officer, DPO, Ethics Board, Security Lead) as per ISO/IEC 42001, NIST AI RMF, GDPR, and India’s DPDPA. Use the Plan-Do-Check-Act approach for continuous improvement.
Governance & Fairness
Establish an AI ethics committee, set fairness metrics, conduct bias audits, and ensure human oversight and transparency (model cards, incident ledgers, appeal processes).
Sector-Specific Use Cases
Tailor frameworks for healthcare (privacy, safety, bias), finance (fairness, fraud, compliance), and education (equity, transparency, record-keeping) to meet global standards.
Risk, Compliance & Data Controls
Integrate risk registers, DPIAs, audit logs, and regulatory checks (GDPR, EU AI Act, DPDPA) into GVT/GTaaS. Embed privacy, consent, and cybersecurity controls (adversarial testing, encryption, access control).
Adversarial & Robustness Testing
Expand adversarial test catalog (NIST), simulate attacks, stress-test models, and document results. Enable red teaming and continuous monitoring for anomalies and retraining.
Responsible AI for All
WAIG Foundation is a global non-profit promoting safe, fair, and transparent AI through open tools, inclusive education, and global standards.
Trusted Product
AI Testing Lab
Simulates real-world AI threats including deepfakes, model drift, and prompt injection to validate safety, fairness, and robustness.
Governance Validation Tool
Evaluates AI models against ISO 42001, NIST AI RMF, DPDPA, GDPR, and OECD guidelines for explainability and compliance.
GTaaS
Governance Testing-as-a-Service: an API-first platform to embed AI governance directly into MLOps pipelines.
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