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If an automated lending or servicing system appears to have read a loan document incorrectly, preserve the original file, identify the exact field or passage at issue, and ask the lender or servicer in writing to compare its record with that source. Request the specific information and reasons used in the decision, then use the procedure that matches your situation: an adverse-action explanation for a credit decision, a Regulation X notice of error for a covered mortgage-servicing problem, or the institution’s own correction and complaint channel for other loans and stages.
AI involvement does not by itself prove that a mistake occurred, that it caused a denial, or that you have a guaranteed legal remedy. Your strongest first step is a precise, documented request that lets a person find the application or account and inspect the original document.
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First, preserve the evidence
Download or make a clear copy of every relevant record before asking for a correction. Keep the original notice, the document you supplied, and any upload confirmation or message showing when it was sent. Do not rely on a portal that may replace files after a decision.
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- Mark the page number, section, field name, date, and value that appear to have been missed or misread.
- Write down what the document actually says and what the lender’s record, decision notice, or account screen shows instead.
- Save the adverse-action notice, servicing correspondence, payment history, and your delivery receipts in one folder.
- Record the application or account number, the property address if relevant, and the names or departments that handled earlier contacts.
This is practical record-keeping, not a special AI-dispute form. A reviewer can act more quickly when the disputed item is limited to a page, line, date, and value rather than a general claim that “the computer got it wrong.”
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Determine which process fits your problem
The legal path depends on the loan type, the stage of the process, and what happened after the document was processed. The following distinctions prevent a mortgage-servicing rule from being applied to an unrelated application or consumer loan.
| Situation | Primary path | Who receives the request | What to identify |
|---|---|---|---|
| A credit denial or another covered adverse action | Use the adverse-action notice and request accurate, specific reasons under ECOA and Regulation B. | The creditor or lender named in the notice. | The decision, each stated reason, and the document fact you believe was incorrect or omitted. |
| An error in servicing a covered mortgage loan | Send a written notice of error under Regulation X §1024.35 through the servicer’s designated process. | The mortgage servicer at the address or channel specified for error notices. | Your name, information that identifies the mortgage account, and the servicing error you believe occurred. |
| An origination-stage mortgage issue, a non-mortgage loan, or a document problem with no established federal procedure here | Use the lender’s documented complaint, reconsideration, and correction process. | The lender’s underwriting, customer-care, or designated complaint team. | The application or account, source document, disputed extraction, and the remedy you want. |
The Consumer Financial Protection Bureau’s Regulation X overview separates application, origination, and servicing. The notice-of-error section discussed here is specifically a servicing process; it is not an automatic remedy for every document uploaded during an application.
If the issue affected a credit decision
Read the adverse-action notice closely
For a covered adverse action, the notice should give reasons that accurately describe the factors actually considered. The CFPB’s September 19, 2023 guidance says a generic checklist that does not match the real basis for the decision is insufficient. A lender cannot substitute “the algorithm” or a broad risk label for the specific reason required by the notice rules.
CFPB Circular 2022-03 explains that ECOA and Regulation B apply regardless of the technology used. The circular also notes that a consumer may be able to correct a decision based on misinformation or inadequate information. It does not create a general right to an explanation of every internal document-processing step, so focus your request on the covered decision and the factors the creditor relied on.
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Ask for the information used and a human review
Write to the creditor identified in the notice. State that a source document appears to have been misread or omitted, quote the relevant passage, and ask the creditor to:
- identify the data or document value used in making the decision;
- state the specific reason for the adverse action in terms that accurately reflect the factors considered;
- compare the record with the original document through a human review; and
- correct the application or underwriting record and reconsider the decision if the discrepancy is confirmed.
Keep the request factual. You do not need to prove which software was used, and the lender may not have to disclose proprietary model code. The useful question is whether the information used was accurate and whether the stated reason is the real reason for the action.
What the federal guidance does—and does not—say
Rohit Chopra, then director of the CFPB, stated: “There is no special exemption for artificial intelligence.” That statement means existing adverse-action duties still apply when complex algorithms are involved. It does not establish that every automated extraction is unlawful or guarantee approval after a correction. The creditor must still evaluate the corrected information under its ordinary criteria.
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Confirm that it is a servicing error
Servicing generally concerns how an existing mortgage account is handled after origination: payments, account balances, escrow, payoff information, or related account administration. A document misread during an application or underwriting review may be an origination issue instead. Check your loan documents and correspondence to identify which company currently services the account and which stage produced the disputed record.
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Send a qualifying written notice of error
Regulation X §1024.35 addresses a written notice asserting an error by a covered mortgage servicer. The notice must make the borrower identifiable, provide information that enables the servicer to identify the mortgage account, and state the error believed to have occurred. Describe one or more concrete errors rather than sending a general demand to “fix the AI.”
Use the servicer’s designated address or submission method for notices of error; an ordinary payment address or a phone call may not trigger the same process. Follow the instructions in your periodic statement, servicing website, or other official correspondence. Keep a complete copy and proof of delivery.
Describe the document discrepancy precisely
For example, explain that a tax form shows a stated income amount on a named page and line, while the servicing record displays a different amount, and identify how that mismatch affected the account action. Attach a legible copy if permitted, but do not send irreplaceable originals. Include only the personal information needed to locate and review the account, using the servicer’s secure channel when available.
Request the relied-on records if the servicer finds no error
When a servicer determines that no error occurred, Regulation X includes a process for requesting documents and information the servicer relied on for that determination. Make that request in writing and identify the no-error response, the account, and the disputed issue. The rule has detailed response requirements that vary with the type of asserted error; do not assume one universal deadline or outcome. Check the current regulation and the servicer’s instructions for your situation.
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For origination, personal loans, and other stages
The sources described here do not establish one common federal correction form or deadline for every non-mortgage loan or every application-stage document. Start with the lender’s reconsideration, underwriting appeal, customer-care, or complaint channel. Ask where document corrections must be sent, who can perform a manual review, and how a corrected record will be reflected in the application.
If you received an adverse-action notice, use its stated reasons even when the loan is not a mortgage. If the notice does not explain which document fact was used, ask the creditor to identify the specific factors considered. Avoid asserting that the lender used AI unless the institution confirms it; describe the observable discrepancy and request an explanation of the data used.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.A step-by-step response plan
- Freeze your records. Save the original document, the decision or account notice, upload confirmations, and all related correspondence.
- Pinpoint the mismatch. Note the page, field, date, and correct value; describe what the lender or servicer recorded instead or left out.
- Classify the event. Decide whether it is a covered adverse action, a mortgage-servicing error, or another type of complaint.
- Find the correct recipient. Use the creditor named on an adverse-action notice, the servicer’s designated error-notice address, or the lender’s documented correction channel.
- Request the underlying information. Ask what document or data value was used and for the specific reason for the decision or account action.
- Ask for manual comparison. Point the reviewer to the exact source passage and request correction of the application or servicing record if the mismatch is confirmed.
- Send a written package. Include enough identifying information to locate the file, attach readable copies through a secure method, and retain the message and delivery proof.
- Track the response. Keep a dated log of submissions, replies, promised corrections, and any continuing payment or application deadlines.
- Escalate through the applicable channel. If the institution does not resolve the issue, use its next-level complaint or reconsideration route and consider qualified legal or housing-counseling assistance for a mortgage matter.
How to write the request
A concise letter is usually more effective than an accusation about artificial intelligence. Identify the record, state the discrepancy, explain the practical consequence, and specify the correction you want. Do not include passwords, full bank credentials, or unrelated personal data.
Subject: Request to review and correct loan record — [application or account number]
I am [Your Name], the borrower or applicant associated with [application or mortgage account number].
The document submitted on [date] appears to have been misread or omitted. On page [number], section or line [identifier], it states: “[exact value or passage].” Your notice or account record dated [date] shows: “[recorded value or omission].”
Please identify the information and specific factors used for [the adverse decision or servicing action], compare the record with the attached source document, and correct the application or account if the discrepancy is confirmed. Please explain the result in writing and tell me where to send any additional secure documentation.
Attached: [document name and page], [notice], [upload or delivery confirmation].
Sincerely,
[Your Name]
[Safe contact information]For a Regulation X notice of error, make sure the final version includes your name, information that identifies the mortgage account, and a clear description of the alleged servicing error. Send it to the designated address rather than assuming a general inbox qualifies.
When the institution says the record is correct
Ask for a written explanation of the data and documents relied on. In an adverse-action case, compare that explanation with the reasons in the notice; a generic reason that does not describe the actual factors is the issue identified in CFPB guidance. In a mortgage-servicing case, use the Regulation X process for requesting relied-on documents after a no-error determination.
If the response reveals that the source document was unreadable, incomplete, or matched to the wrong account, supply a clearer copy through the approved channel and ask for the record to be reopened. If the institution confirms that the document was read correctly but the outcome still stands, ask which other factors controlled the decision. A corrected document does not require a lender to approve a loan if its lawful criteria independently lead to the same result.
Support and limits
The Federal Trade Commission’s announcement of a joint federal-agency statement emphasizes that existing laws apply to automated systems, including products marketed as AI. That principle supports asking the responsible institution to follow ordinary consumer-protection duties; it does not itself create a particular claim, deadline, or compensation.
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This guidance is U.S.-focused. ECOA and Regulation B adverse-action requirements and Regulation X mortgage-servicing rules have specific coverage conditions. State law, loan type, creditor status, and the timing of the error can change the available process. Check the current rule, your loan documents, and the lender or servicer’s official instructions. If foreclosure, a sale deadline, or another urgent legal event is involved, seek advice from a qualified attorney or housing counselor promptly.
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