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Frequently Asked Questions
We primarily work with CFOs, finance leaders, executive teams, and business leaders responsible for performance, risk management, compliance, and transformation. Most of our clients are mid-market and enterprise companies looking to move beyond AI experimentation and into practical business results.
Most companies already have controls, approval processes, and accountability structures in place. The challenge is that many of those controls were designed before AI became part of the process. As AI starts influencing forecasts, reports, recommendations, and operational decisions, leaders need confidence that existing controls still work as intended.
The AI Oversight & Controls Assessment helps leaders understand where AI is being used, how it affects critical decisions and business processes, and where gaps may exist in oversight, accountability, validation, and documentation.
At its core, the assessment helps answer a simple question:
If an AI-influenced decision resulted in a material loss tomorrow, could we demonstrate that appropriate oversight was in place?
Most companies don't have a formal AI governance program, and that's okay.
Rather than starting with governance documentation, we start by understanding how the business operates today. We review existing controls, decision-making processes, and AI usage to identify where risks may emerge as AI becomes part of the workflow.
Yes.
In most companies, AI adoption starts long before leadership realizes how widely it's being used. Employees experiment with AI, teams build new workflows, and AI-generated content starts finding its way into business processes.
Getting visibility early helps reduce risk and creates a stronger foundation for future growth.
Most existing controls were designed around human-driven processes and decisions.
When AI becomes part of those processes, assumptions around accountability, validation, documentation, and review can change. The assessment helps determine whether existing controls still work effectively and where additional oversight may be needed.

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