Everyone is using GENAI few are govering it
Everyone is using GENAI few are govering it.
New technology brings new risk most organizations arent ready for them.
Most boards are approving GenAI investments. Far fewer are governing them.
COSO's newly released report on Achieving Effective Internal Control Over Generative AI makes the gap impossible to ignore.
GenAI doesn't just introduce new tools into an organization, it introduces new categories of risk that existing control frameworks weren't built to absorb. Hallucinations, model drift, prompt injection, shadow AI, and third-party model dependencies don't appear on traditional risk registers. But they're already inside the organization.
What the report makes clear for C-Suite leaders:
- GenAI is probabilistic, not deterministic — outputs must be treated as claims requiring validation, not facts to act on
- Risk assessment must be continuous, not annual — models, prompts, and configurations change without notice
- Accountability gaps are emerging faster than governance structures can close them
- The board must have active visibility into GenAI adoption, key risk indicators, and material changes
The COSO framework isn't new. What's new is the terrain it now must govern.
Organization's that embed GenAI governance early into control environments, risk assessments, and monitoring activities are the ones that will realize its value without absorbing its costs.
The question for every leadership team: are you governing your GenAI or just deploying it?
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