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How CFOs Are Building Approval Controls Finance Agents Can’t Break

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How CFOs Are Building Approval Controls Finance Agents Can’t Break

The biggest finance-agent risk isn’t hallucination, it’s authority. An AI that can create vendors, approve invoices and release payments can collapse decades of segregation-of-duties controls into a single attack surface.

Human approval is useless if the agent controls what happens afterward. CFOs are moving approval outside the AI itself, binding authorization to the exact amount, recipient and account so an agent cannot alter the transaction after approval.

The safest finance agent is one that can’t finish the job alone. The emerging rule for agentic finance is that no one should be able to request, approve and execute the movement of money.

The biggest financial risk from an artificial intelligence agent won’t come from it making numbers up. It will likely come from an agent that does exactly what it has permission to do.

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As enterprises connect AI agents to email, procurement software, ERP systems, bank accounts and payment infrastructure, they are giving software authority. An agent that can read an invoice, create a vendor, approve a purchase and initiate a payment does not necessarily need to defeat a company’s financial controls to cause damage. The company may have inadvertently automated its way around them.

“I think every enterprise is already agentic , and the question is how far along are they on that journey,” PYMNTS CEO Karen Webster said in a Tuesday (Oct. 6) thought leadership piece for the seventh annual PYMNTS B2B Payments event .


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