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OCC Gives Bank Examiners a New Playbook for Reviewing AI

New federal guidelines for AI in banking mean more scrutiny for the automated systems that approve your customers for credit.

Curated by Financing Your Way from original reporting by PYMNTS. Summary is AI-assisted and editorially reviewed — see our editorial standards.

FYWBy Financing Your Way EditorialNovember 11, 2026

Federal regulators are tightening the leash on how banks use artificial intelligence for lending. The Office of the Comptroller of the Currency (OCC) just issued a new playbook for bank examiners. This move directly impacts how your financing partners approve customers and manage risk. For retailers, this means the 'black box' of automated credit approvals is about to get a lot more transparent and scrutinized. If you offer financing, your lenders will likely become more cautious about how their AI models make credit decisions. The OCC is focusing on fairness and bias. They want to ensure that AI doesn't accidentally discriminate against certain groups of shoppers. You might notice your lending partners updating their terms or requesting more detailed data to justify their approval algorithms. This isn't just about big banks. It affects any financing provider that uses automated scoring to give your customers an instant 'yes' or 'no.' While this could lead to more stable lending long-term, in the short term, it may lead to lenders refining their models. This could slightly shift approval rates as providers work to meet these stricter federal standards for 'explainable' AI. Keep a close eye on your approval metrics as these new exam standards roll out.

Source: PYMNTS

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