US retail banking operations leaders can give AI agents garnishment calculations, dormant account escheatment, fee refund requests and adverse action notice drafts. People decide contested orders, credit, closures and anything adverse to a customer. The OCC, Federal Reserve, FDIC, CFPB, state regulators, SR 11-7, ECOA and Regulation B, GLBA and state privacy laws apply.
What fills a US retail banking operations leader's week?
Garnishments and levies. Banks receive orders from courts, creditors and government agencies to freeze and pay funds from customer accounts. Federal rules require banks to protect certain federal benefits deposited into the account, which means reviewing recent deposits before freezing anything. Each order has its own state rules, deadlines and notices.
Dormant accounts. Every state has unclaimed property rules that require banks to attempt contact with owners of dormant accounts and, if they fail, turn the funds over to the state. Each state sets its own dormancy periods, notice rules and reporting cycle, so a bank operating in many states runs many calendars.
Fee requests. Customers ask for refunds of overdraft, returned item and other fees every day. Regulators watch fee practices closely, and inconsistent refund decisions create fairness risk.
Adverse action. When credit is denied or offered on worse terms, ECOA and Regulation B require a notice with specific reasons, including when a model is used. Operations teams produce and check those notices.
Where can AI agents help US retail banking teams?
- Garnishment processing (depth 2). The agent reads the order, identifies the accounts, reviews recent deposits for protected federal benefits, calculates the protected amount and the amount subject to the order, and drafts the freeze and the customer notice. A person checks and applies.
- Escheatment tracking (depth 3). The agent tracks dormancy dates by state, sends owner contact letters in approved wording on schedule and prepares the state report. A person signs the report.
- Fee refund requests (depth 3, narrow). The agent applies the bank's written refund criteria to standard requests within a dollar limit, such as one refund of up to $35 per year for a customer in good standing. Everything else is drafted.
- Adverse action notice preparation (depth 2). The agent drafts the notice from the credit decision record, making sure each stated reason matches the factors that actually drove the decision. A compliance reviewer checks it.
- Deposit hold exceptions (depth 2). The agent reviews holds the customer disputes and drafts a recommendation within the bank's availability policy.
Garnishments show the gap between calculation and authority. Reviewing two months of deposits for protected benefits is mechanical and error-prone for people, which suits an agent. Freezing a customer's money is a serious act, so a person checks every application until the record supports a narrower review.
What stays with people, and why?
Contested garnishments, unusual orders and any decision about which funds are protected stay with trained staff.
Credit decisions stay with people or with validated, governed credit models, not with operations agents. The adverse action notice must reflect the real reasons, and a person signs off.
Fee refunds outside the written criteria stay with people, so the bank can show consistent, fair treatment.
Account closures and suspicious activity reports stay with trained staff.
Running agents is its own job. Our piece on why the agent operations lead is a real job argues for a named owner, and our playbook on how to organise an agent operations team sets out the roles.
Which rules apply in the United States?
Banks are supervised by the OCC, the Federal Reserve or the FDIC, depending on charter, with state regulators for state-chartered banks. The CFPB supervises larger banks for consumer financial protection and enforces against unfair, deceptive or abusive practices, including fee practices. The interagency model risk guidance SR 11-7 sets expectations for models, and examiners increasingly apply it to AI agents.
ECOA and Regulation B require specific reasons when credit is denied, including when a model is used. GLBA governs the privacy and security of customer financial information. State privacy laws, such as California's CCPA as amended by the CPRA, add duties. State unclaimed property laws and state garnishment rules apply in each state where you hold accounts.
There is no single federal AI law, and Colorado has passed an AI act aimed at high-risk systems that make consequential decisions, which can include lending. See how AI agents are regulated in the United States for more.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
How should you start in the first 90 days?
Weeks 1 to 4: name the agent operations lead. Start escheatment tracking in shadow across your three largest states.
Weeks 5 to 8: certify escheatment letters at depth 3. Shadow garnishment processing on last quarter's orders and compare every protected amount.
Weeks 9 to 13: add fee refund requests at depth 3 within written criteria, with model risk reviewing the evidence under SR 11-7. Keep garnishments at depth 2. Follow deploying an AI agent: train, shadow, certify, widen. For a principles-based comparison, see our brief on operations agents in UK retail banking.
Questions people ask
Can the agent freeze an account under a garnishment order?
It drafts the freeze after calculating protected amounts. A person applies it, because freezing the wrong funds harms the customer and breaches federal rules.
Can the agent write adverse action reasons?
It drafts them from the decision record. A reviewer confirms each reason matches what drove the decision.
Do fee refund rules need to be written down for the agent?
Yes. The agent can only apply written criteria consistently. Unwritten discretion stays with people.