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Before connecting a bank, brokerage, or credit account to an AI wealth-management tool, find out exactly who will receive your data, what the connection can do, how long information is kept, and how to stop sharing it. Then assess whether the tool can explain its answers, handle bad or missing data, and disclose conflicts—especially if it recommends investments or can act on them.
Start by identifying the service and every company handling your data
The app’s name may not be the only company involved. The service provider may use a separate account-data aggregator, along with other processors or recipients. The CFPB’s consumer guidance, “What to consider when sharing your financial data” (July 24, 2020), advises consumers to identify the parties involved and understand their roles.
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Make a party list
- Service provider: The company whose app or AI feature you want to use.
- Aggregator: A company that helps retrieve or transmit account data.
- Other recipients or processors: Any additional companies named in the authorization screen or privacy terms.
Check the current connection or authorization screen, privacy notice, and terms of service. If a company’s role or a recipient is unclear, ask the provider before proceeding. A product’s documentation may describe separate connection paths for different kinds of information; for example, OpenAI Help Center documentation for Finances in ChatGPT describes U.S. financial-account connections through Plaid and a separate credit-report connection through Experian. That is a product-specific example, not a description of how every AI finance tool works.
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Understand what you are authorizing
Read the authorization screen before approving it. Identify which accounts and data fields the tool can access, why it needs them, and whether access is one-time or ongoing. If it is ongoing, look for how often data refreshes and whether the service retains, shares, or uses it for analytics or model improvement.
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Questions to answer before tapping “Connect”
- Which accounts and information are in scope: balances, transactions, holdings, or other records?
- Does the connection retrieve information once, or keep refreshing it?
- How frequently does it refresh, and can you change that schedule?
- How long does the provider retain information after collection or after you stop using the service?
- Does it share data with other companies? For what purpose?
- Do the terms explain whether your information may be used for analytics or to improve models?
Privacy terms can distinguish among data collection, storage, sharing, and model use; do not assume an answer about one covers the others. If an important point is not explained, contact the provider and decide whether you are comfortable proceeding without a clear answer.
Check whether the connection can affect your money
An account link may provide read-only access, or it may enable actions such as initiating payments, moving funds, trading, or changing account settings. The capabilities depend on the product and connection, so do not infer them from the phrase “connect account.”
Look for the specific permissions granted, the actions available to the tool, and how to disable each permission. If the tool offers investment recommendations or actions, separate permission to view information from permission to act on it. Do not approve an action capability you do not understand or need.
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Test how the AI handles data quality and uncertainty
An AI can give a polished answer based on an incomplete or incorrect account picture. Missing transactions, stale balances, duplicate accounts, categorization mistakes, or conflicting records can change the result. CFPB consumer guidance notes that errors can originate with a financial institution, a service, or an aggregator, and recommends checking the original account records.
Look for traceable answers
For a consequential answer, check whether the tool identifies the accounts and dates behind its figures, explains relevant assumptions, and acknowledges uncertainty. Find out how to correct an error and whether a correction updates later answers. If the tool cannot show what data supports a conclusion, treat that conclusion cautiously.
Verify important numbers at the source
Compare balances and transactions in the tool with your bank or brokerage’s own records or statements. If figures differ, investigate the underlying records rather than assuming the AI has the more complete view. Avoid relying on an answer for a financial decision until you understand the discrepancy.
Find out whether it gives investment advice and how conflicts are handled
Some tools organize financial information; others may offer personalized investment recommendations, portfolio rebalancing, or trade-related actions. Determine which service you are evaluating. A confident explanation alone does not show that a recommendation fits your circumstances.
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Look for information about referral fees, compensation, affiliated products, paid placement, or other commercial incentives that could affect suggestions or rankings. CFPB Circular 2024-01 warns that compensation-driven steering or preferential placement can undermine comparison tools and lead generators. Ask whether the tool distinguishes a recommendation based on your stated needs from a result influenced by a commercial relationship.
Check suitability and human oversight
FINRA’s materials on AI in the securities industry identify customer risk profiles, suitability, conflicts, and portfolio rebalancing as areas that require governance and supervision. Ask what information the tool considers about your goals and circumstances, whether qualified people review recommendations, and how you can dispute an error or raise a concern.
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FINRA Regulatory Notice 24-09, published June 27, 2024, reminds FINRA member firms that existing rules and securities laws continue to apply when they use generative AI. That statement concerns member firms’ obligations; it does not establish that every consumer-facing AI tool is a regulated investment adviser or broker. Check the named provider’s regulatory status and the specific service it offers instead of assuming either is true.
Compare tools on the same criteria
Use the same questions for each service so convenience or a convincing demo does not overshadow important differences. A blank or unclear disclosure is itself a comparison point: it means you have less information on which to base an authorization decision.
| What to compare | Questions to ask |
|---|---|
| Data scope | Which accounts and data fields are accessed? Is access one-time or ongoing? |
| Parties and sharing | Which aggregator, processors, or other third parties receive data, and for what purpose? |
| Retention and model use | How long is information kept? Do disclosures explain any use for analytics or model improvement? |
| Permissions | Is access read-only, or can the tool move money, initiate payments, trade, or change settings? |
| Accuracy and explanations | Does the tool identify source accounts, dates, assumptions, and uncertainty? How can you correct errors? |
| Investment advice | Does it personalize recommendations? What suitability process and human oversight are described? |
| Conflicts and incentives | Are referral fees, affiliated products, compensation, or paid placement disclosed? |
| User control | Can you revoke access and request deletion of collected information? |
| Support and accountability | Is there a clear contact and a process for disputing inaccurate or harmful outputs? |
Know how to stop sharing and what to do if something goes wrong
Before connecting, locate the method for revoking authorization and requesting deletion of collected information. The CFPB advises cancelling the authorization and, where applicable, asking the service to delete the information it collected. Uninstalling an app or changing an account password should not be treated as a substitute for revoking the connection.
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If you receive a breach notice, follow the provider’s instructions and contact your financial institution as appropriate. If you shared account credentials, the CFPB advises changing those account passwords as well. Report unfamiliar transactions to your financial institution promptly.
Monitor the connection after approval
- Compare the tool’s balances and transactions with your institution’s original records.
- Review statements and contact your institution promptly about unfamiliar transactions.
- Keep track of services with ongoing account access, and remove connections you no longer use.
- Revisit the provider’s permissions and data disclosures if the service changes or adds features.
U.S. data-access rules are in transition
As of the CFPB’s “Personal financial data rights” page, last modified January 6, 2026, compliance dates for the Personal Financial Data Rights Rule had been stayed by a court on October 29, 2025. The page also described an August 22, 2025 advance notice discussing possible amendments and a plan to propose extending the compliance dates. This is a time-sensitive U.S. regulatory status, not a guarantee of what applies today; check the CFPB’s current information before relying on a deadline or assuming a particular requirement is in effect.
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