Passing AAISM: A Deep Dive into Domain 1 AI Governance

Value of the Information & Strength of the Argument

The video provides high practical value for professionals preparing for the AAISM certification. It demystifies the exam’s focus and offers a clear framework for understanding Domain 1. The argumentation is solid, built on the author’s expertise and real-world examples, such as the AI loan approval case study. The emphasis on governance-first thinking and the distinction between technical AI engineering and AI security management is well-argued and aligns with the certification’s intent. However, the content is largely opinion-based and lacks citations to external authoritative sources, which limits its scientific rigor.

Scientific Rigor, Source Quality, Title Accuracy

The video demonstrates a good understanding of the AAISM certification content, but it does not cite specific sources or references beyond the author’s own videos and a book. The title accurately reflects the content, which is a deep dive into Domain 1. The video is well-structured with clear timestamps, aiding navigation. However, the lack of external citations and reliance on personal interpretation means the information should be cross-verified with official ISACA materials. The author’s practical experience adds credibility, but the video is not a peer-reviewed source.

The title accurately reflects the content, which is a deep dive into Domain 1 of the AAISM certification.

7/10

The video is an expert-led tutorial on ISACA's AAISM certification, focusing on Domain 1. The content is well-structured and practical, but it is based on the author's interpretation and experience rather than peer-reviewed research. The information is consistent with ISACA's official domain outline, but specific details like exam format and passing score should be verified with ISACA.

Markers derived by PSI from the transcript: the creator did not define chapters.

• 00:50Introduction to AAISM and its prerequisites
• 04:24AAISM certification and maintenance details
• 06:41Overview of AAISM domains and exam structure
• 11:05AAISM is not a data science certification
• 13:37How AAISM adds value beyond CISSP and CISM
• 17:00Starting with governance and AI lifecycle thinking
• 19:38Risk, control, and assurance in AI
• 22:10AAISM formula and Domain 1 introduction
• 24:30AI landscape and foundation
• 28:30AI governance and security governance
• 35:00Explainability and trust in AI
• 39:45Role-based and governance-focused approach
• 42:54AI stakeholders and engagement
• 47:45AI charter and its components
• 51:49AI steering committee and roles
• 53:30Role of the enterprise in AI
• 54:50AI standards and frameworks
• 57:10Compliance with laws and regulations
• 59:00Regulatory gaps and governance
• 1:01:00Internal enterprise challenges and AI use cases
• 1:03:00Why AI projects fail and good use cases
• 1:04:30Governance actions and business cases
• 1:07:00Cost-benefit analysis and ROI
• 1:10:00AI implementation and strategies
• 1:12:45Value alignment and buy vs build decisions
• 1:15:00Vendor management and AI policy development
• 1:17:10Responsible AI program and procedures
• 1:19:00Ethical considerations in AI
• 1:21:00Transparency, explainability, and trust
• 1:23:00Intellectual property, human rights, and environmental impact
• 1:25:00AI asset identification and inventory
• 1:27:00Data inventory and management
• 1:29:00Data lifecycle and lineage
• 1:31:00Data classification and collection for AI
• 1:33:00Data collection risks and confidentiality
• 1:35:00Data quality and balancing
• 1:37:00Model cards and their importance
• 1:39:00AI security program development
• 1:41:00Components of an AI security program
• 1:43:00AI use in enterprise security and operations
• 1:45:00Business continuity and incident response
• 1:47:00BCP and business impact analysis
• 1:49:00BIA metrics and incident response
• 1:51:00Incident management cycle and AI-enabled response
• 1:53:00Best practices for incident response automation

• AI Governance Foundation — Referenced as a prerequisite foundation video for AI governance.
• AI Practical — Referenced as a practical AI video.
• Practical AI Governance — Referenced as a practical AI governance video.
• ISO 42001 Practical — Referenced as a practical ISO 42001 video.
• AAISM Domain 2 — Referenced as a continuation for Domain 2.
• KK Book AI Governance — Referenced as a book on AI governance.

• ISACA AAISM Certification — Official ISACA page for AAISM, confirming the certification's focus on AI governance and security.