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Banks Want Revocable AI Identities, Steady Belief Fashions

Admin by Admin
February 18, 2026
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Agentic AI
,
Anti-Cash Laundering (AML)
,
Synthetic Intelligence & Machine Studying

Fraud Specialist David Barnhardt on Addressing Authentication Dangers of Agentic AI

Suparna Goswami (gsuparna) •
February 18, 2026    

Banks Need Revocable AI Identities, Continuous Trust Models
David Barnhardt, strategic advisor, fraud and AML, Datos Insights

Monetary establishments are racing to deploy synthetic intelligence brokers that may provoke funds, approve transactions and freeze accounts. However conventional authentication frameworks assume there is a human on the opposite finish. As agentic AI use grows, banks are dealing with an authentication disaster that calls for new controls.

See Additionally: Proof of Idea: Machine Identities Gas Rising IAM Disaster

When an agent drifts from its meant conduct, banks want visibility into each intent and integrity, mentioned David Barnhardt, strategic advisor for fraud and anti-money laundering at Datos Insights. Establishments should transfer past id checks and validate delegated authority with managed, revocable digital identities for AI programs and steady fashions that detect scope creep.

“Authentication should evolve from solely verifying id to validating and verifying delegated authority,” Barnhardt mentioned.

Monetary establishments want managed, revocable digital identities for AI programs that embed cryptographic proof, so each motion may be traced again to each the human who licensed it and the agent that executed it, he mentioned.

The stakes prolong past authentication. Fraud patterns are shifting as AI brokers acquire autonomy. Barnhardt predicts that risk actors will transfer from credential theft to agent compromise, which is able to power banks to rethink authentication and authorization at scale. He mentioned establishments should construct the flexibility to revoke certificates, shut down compromised brokers and run parallel fashions that distinguish regular agent conduct from orchestrated fraud.

On this video interview with Data Safety Media Group, Barnhardt additionally mentioned:

  • Weaknesses in point-in-time authentication controls;
  • How can banks confirm intent and integrity as brokers evolve or delegate;
  • How ought to banks put together for rising fraud and regulatory dangers.

Barnhardt has greater than 22 years of fraud mitigation in banking and funds. He beforehand labored on the Financial institution of America, Early Warning, Giact and Conduent. He holds a number of patents at the moment getting used to establish fraud and account takeover and cut back funds.



Tags: BanksContinuousIdentitiesModelsRevocableTrust
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