Overview
Nicole covers AI-powered research and coding tools in enterprise environments, with particular focus on governance and audit implications. Her newsletter examines how internal audit functions must adapt to AI-enabled and agent-driven processes—moving upstream to evaluate design, data inputs, and oversight mechanisms rather than just sampling outputs.
Key Themes
- Enterprise AI Governance
- Internal Audit Adaptation
- AI Coding Assistants
- Decision-Making Oversight
- Control-Critical Systems
Posts
Examines how audit teams are shifting focus upstream to evaluate AI system design, data inputs, and human oversight—recognizing that "sampling outputs or validating static logic is no longer sufficient when AI contributes to how decisions are made."
Explores the integration of code-generation AI in industries where system reliability is essential.
Examines how research assistance tools shape business decisions despite lacking structured governance frameworks.
Argues for tailored governance approaches rather than generic AI tool approval processes.