AI Governance Tools for Security and Compliance: What They Should Control AI governance tools are useful only when leaders are clear about what they expect the tools to control. Security and compliance teams often buy…
Where AI Governance Tools Fit Into Security and Compliance Programs AI governance tools can add valuable control and evidence, but they do not replace the security and compliance programs an organization already has.…
Where AI and Data Science Engineering Is Heading in Generative AI Delivery AI and data science engineering is heading toward a more systems-oriented role in generative AI delivery. The early phase emphasized access to…
Generative AI Programs: Emerging Data Science and Engineering Priorities Generative AI programs often slow down after the first successful use case because the next challenges are not solved by prompting alone. As more…
AI and Data Science Engineering Trends Shaping Generative AI Programs AI and data science engineering is becoming the limiting factor in many generative AI programs. Early demonstrations could succeed with a model, a…
Implementing AI Risk Management Across Security and Compliance Teams AI risk management becomes difficult when security and compliance teams see the same AI system through different lenses. Security may focus on…
AI Risk Management for Security and Compliance: Key Controls to Define Security and compliance teams need AI risk controls that can be implemented, tested, and operated, not principles that stop at policy language. As…
How AI Risk Management Supports Security and Compliance Programs AI risk management becomes relevant when AI enters business processes that handle sensitive data, influence decisions, or take actions through connected…
Where GenAI Programs Fit in an Enterprise Deployment Model GenAI programs often begin as innovation initiatives, but they cannot remain isolated from the enterprise deployment model once they touch real data, users,…
Scaling GenAI Programs With Governance, Integration, and Monitoring Scaling GenAI programs is not primarily a question of how many use cases an enterprise can launch. It is a question of how many can be operated with…