When an external auditor first requests a detailed walkthrough of the controls governing an agentic AI system that interacts with financial data, a critical distinction will emerge: it will reveal whether the AI implementation was built on genuine operational discipline or merely served as a superficial showcase. Throughout this year, I have observed the enterprise …
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