WAIG Academy - Learning Platform
Official training and certification portal for WAIG Foundation assurance programs. Structured courses, verified progress, and digital credentials — powered by AI-assisted curriculum, trainer avatars, and multimedia content.
43 programs · New learners: open a course and enroll to register · Returning learners: sign in to the portal.
Career roadmaps
Complete all courses in a pathway, then pass the capstone assessment to earn a Career Roadmap Credential. Sign in to track progress and take capstones.
Foundation → Intermediate
AI Governance Analyst
Intermediate → Advanced
AIMS / ISO 42001 Implementor
Advanced → Expert
AIMS Auditor & Certification Lead
Intermediate → Expert
AI Security Specialist
Intermediate → Advanced
AI Testing & QA Engineer
Advanced
WAIG Assurance Consultant
Advanced
AI Supply Chain & OWASP
Foundation → Advanced
AI Legal & IP Counsel
Intermediate → Advanced
AI Engineering Lead
Technical training tracks
AI, ML, LLM, MLLM, and AI Security — from foundations to adversarial assurance.
FOUNDATIONAL · Technical
AI Foundations & Responsible Use
Cross-functional literacy for every AI stakeholder
Introduces artificial intelligence concepts, risk taxonomy, and governance vocabulary for non-technical leaders and new practitioners — the entry point for all WAIG training pathways.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Technical
Machine Learning Engineering & MLOps Governance
From model development to production assurance
Hands-on ML lifecycle training covering data pipelines, model validation, drift monitoring, and governance gates in MLOps — aligned with UAAF Model and Data Assurance domains.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Technical
Large Language Models (LLM) & Generative AI
RAG, agents, prompt engineering, and LLM assurance
Comprehensive LLM track covering architecture, retrieval-augmented generation, agent orchestration, evaluation, and production guardrails for enterprise and sovereign deployments.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Technical
Multimodal LLMs (MLLM) & Vision-Language Systems
Image, audio, video, and cross-modal AI assurance
Specialised track for multimodal models — vision-language, speech, and document AI — with emphasis on deepfake risk, content authenticity, and sector-specific controls (health, finance, media).
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Technical
AI Security & Adversarial Assurance
Offensive and defensive security for AI systems
Dedicated AI security program covering adversarial ML, LLM attack surfaces, supply chain risk, and continuous security testing — directly linked to WAIG AI Testing Lab methodologies.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
University & curriculum programs
Stream-wise and semester-integrated pathways for CS, data science, law, health, and management.
ALL LEVELS · University
Computer Science & IT Streams
B.Tech, BCA, MCA, M.Tech — AI governance integrated curriculum
Stream-aligned modules for CS, IT, and software engineering students — embedding responsible AI, MLOps governance, and assurance project work into existing semester structures.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · University
Data Science, Statistics & Analytics
B.Sc, M.Sc Data Science, Business Analytics
Curriculum modules emphasising data lineage, bias analysis, model documentation, and statistical rigour — the data assurance backbone of UAAF Domain A2.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
FOUNDATIONAL · University
Law, Public Policy & Management
LLB, BA Public Policy, MBA — AI regulation and governance
Non-technical track for future policymakers, legal counsel, and managers — EU AI Act, DPDPA, contract clauses for AI procurement, and board governance.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · University
Health Sciences, Biomedical & Engineering
Medical AI, diagnostics, and regulated device pathways
Sector-specific curriculum for health AI — clinical validation, patient safety, diagnostic AI governance, and alignment with Health & Pharma conclave themes.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Corporate & government programs
Enterprise academies, BFSI sector packs, and public-sector sovereign AI capacity building.
EXECUTIVE · Corporate & Government
Corporate Enterprise AI Governance Academy
Board-to-engineering alignment for regulated enterprises
End-to-end enterprise program for CIO, CISO, CRO, and AI CoE teams — operating model design, control libraries, assurance cadence, and ISO 42001 certification readiness.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Corporate & Government
BFSI & FinTech AI Assurance
Credit, fraud, AML, and customer-facing AI controls
Sector pack for banking, insurance, and fintech — model risk management, explainability for credit decisions, and regulator-ready documentation.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ALL LEVELS · Corporate & Government
Government & Public Sector AI Capacity Building
Sovereign AI, citizen services, and policy implementation
Training for ministries, state IT departments, smart city programs, and public-sector AI initiatives — sovereign deployment patterns, procurement governance, and citizen trust.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Inclusion, internships & community
Women in AI empowerment, internships, fellowships, and chapter volunteer educators.
ALL LEVELS · Inclusion
Women in AI Governance & Leadership
Scholarships, mentorship, and leadership cohorts
Dedicated pathway for women professionals and students entering AI governance, assurance, and policy — combining technical modules, mentorship from WAIG advisors, and leadership coaching.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Inclusion
Internships, Fellowships & Research Associates
Hands-on assurance, research, and chapter operations
Structured internships and fellowships with WAIG Foundation — contributing to assurance assessments, whitepaper research, chapter events, open-source governance tools, and community programs.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
FOUNDATIONAL · Inclusion
Chapter Volunteers & Community Educators
Local AI literacy and governance outreach
Community educators and volunteers who deliver introductory AI governance workshops in schools, colleges, and local institutions under WAIG chapter guidance.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Standards & certification
ISO 42001 AIMS, lead implementor/auditor, ISO 31000, and certification practice.
FOUNDATIONAL · Standards
ISO/IEC 42001 — AI Management System Fundamentals
Introduction to AIMS structure, clauses, and certification pathway
Foundational program covering ISO/IEC 42001 AI Management System (AIMS) requirements — context, leadership, planning, support, operation, performance evaluation, and improvement.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Standards
ISO/IEC 42001 Lead Implementor
Design and deploy an AI Management System
Practitioner program for implementing ISO 42001 AIMS — gap analysis, control design, documentation, training, and pre-certification readiness.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Standards
ISO/IEC 42001 Lead Auditor
Plan, conduct, and report AIMS audits
Advanced auditor program aligned with ISO 19011 — audit planning, evidence collection, nonconformity classification, and certification audit simulation for AI Management Systems.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Standards
AIMS Audit & Certification Practice
AI Management System audit execution and surveillance
Specialized track for AIMS audit execution — combining ISO 42001 clause review with AI-specific evidence (models, data, LLM agents, monitoring).
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Standards
ISO 31000 Risk Management for AI
Enterprise risk framework applied to AI portfolios
Applies ISO 31000 risk management principles to AI — risk criteria, assessment, treatment, monitoring, and board reporting integrated with AI governance.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Regulatory & risk frameworks
EU AI Act, NIST AI RMF, and NIST RMF applied to AI systems.
INTERMEDIATE · Standards
EU AI Act Practitioner
Risk classification, conformity, and operational compliance
Comprehensive EU AI Act program — prohibited practices, high-risk requirements, GPAI obligations, conformity assessment, and post-market monitoring.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Standards
NIST AI RMF Practitioner
GOVERN, MAP, MEASURE, MANAGE — operational adoption
Hands-on NIST AI Risk Management Framework adoption — profiles, controls, metrics, and continuous improvement for AI systems.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Standards
NIST RMF for AI Systems
Integrating classic RMF with AI lifecycle assurance
Bridges NIST SP 800-37 and AI-specific risk — authorization boundaries, control baselines, and continuous monitoring for AI-enabled systems.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
AI testing, assessment & QA
AI Testing, Assessment, QA/QC, Testing Lab, and UAAF practitioner tracks.
INTERMEDIATE · Assurance
AI Testing Fundamentals
Functional, robustness, and safety testing for AI systems
Introduction to AI testing — test planning, datasets, metrics, regression suites, and defect taxonomy for ML and LLM systems.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Assurance
AI Assessment Methodology
Structured assessment frameworks and evidence packages
Methodology for conducting AI assessments — scoping, control evaluation, maturity scoring, and board-ready assessment reports.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Assurance
AI QA & QC
Quality assurance and quality control for AI deliverables
QA/QC program for AI — data quality control, model validation gates, release checklists, and production monitoring QC.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Assurance
WAIG AI Testing Lab Practitioner
Hands-on adversarial, fairness, and robustness testing
Advanced practitioner track for WAIG AI Testing Lab — red-team exercises, multi-engine testing, and assurance report generation.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Assurance
UAAF Assurance Practitioner
Operational use of WAIG Unified AI Assurance Framework
Licensed practitioner program for UAAF — seven domains, control libraries, assessment workflows, and operational deployment (license required for production use).
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
OWASP & security-by-design
OWASP Top 10, AI Top 10, AIVSS, AIBOM, and security/governance-by-design.
INTERMEDIATE · Technical
OWASP Top 10 for AI Applications
Web and API security foundations for AI-powered products
Maps classic OWASP Top 10 risks to AI application stacks — APIs, auth, injection, and data exposure in LLM-enabled web apps.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Technical
OWASP AI Top 10 & LLM Top 10
Comprehensive AI/LLM threat catalog and controls
Dedicated program for OWASP LLM Top 10 and AI security risks — prompt injection, training data poisoning, supply chain, and excessive agency.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Technical
OWASP AI Vulnerability Scoring (AIVSS)
Risk scoring and prioritization for AI vulnerabilities
Practitioner program for OWASP AIVSS — scoring AI-specific vulnerabilities, misuse scenarios, and remediation prioritization.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Technical
OWASP AI Bill of Materials (AIBOM)
Supply chain transparency for models, data, and tools
Build and maintain AIBOMs — model provenance, dataset lineage, plugin inventories, and third-party AI API dependencies.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Technical
Security-by-Design for AI
Embed security controls from architecture to operations
Design secure AI systems from inception — threat modeling, secure defaults, zero-trust for agents, and security gates in MLOps.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Technical
Governance-by-Design
Embed governance controls in product and platform lifecycles
Integrate governance checkpoints into design, development, and deployment — policy-as-code, approval workflows, and evidence automation.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Engineering practices
Secure coding and governed vibe coding for AI-assisted development.
INTERMEDIATE · Technical
Secure Coding for AI
Defensive development for ML, LLM, and agent systems
Secure coding practices for AI — input validation, output encoding, secrets hygiene, sandboxing tools, and secure RAG patterns.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Technical
Vibe Coding with Governance Guardrails
Rapid AI-assisted development with assurance controls
Govern rapid AI-assisted coding — prompt patterns, review gates, test generation, and policy checks when using AI coding assistants.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Legal, licensing & IP
Open source, proprietary UAAF, trademarks, patents, and platform IP.
FOUNDATIONAL · Legal & IP
Open Source & MIT Licensing for AI
License compliance for models, datasets, and dependencies
Navigate open-source licenses in AI — MIT, Apache, GPL implications, model licenses, dataset terms, and compliance workflows.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Legal & IP
Proprietary Licensing & UAAF
WAIG proprietary frameworks and commercial license terms
Understanding proprietary assurance IP — UAAF license tiers, restricted use, partner agreements, and operational boundaries.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
INTERMEDIATE · Legal & IP
Platform IP, Trademarks & Trade Dress
Protect WAIG and product brands across jurisdictions
Intellectual property for AI platforms — trademarks, trade dress, brand usage guidelines, and enforcement basics.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
ADVANCED · Legal & IP
Patent Strategy for AI Innovations
Apply, reserve, and portfolio management
Patent fundamentals for AI — patentability, prior art, provisional vs complete applications, PCT strategy, and trade secret vs patent decisions.
© WAIG Foundation · Educational / generic samples where noted · Not legal or audit advice
Expert & leadership capstone
Senior governance leadership and multi-framework harmonization.
Also explore the programs catalog · UAAF whitepaper