What Is Automated Income Assessment
Fannie Mae's automated income assessment represents a significant shift in how lenders verify your employment income. Instead of collecting paystubs, tax returns, and employment verification letters, your lender can submit your bank account data directly to Loan Product Advisor. The system analyzes your deposit patterns and determines whether your income qualifies for the loan.
This process works by examining the electronic data from your bank accounts over a specific period. The system identifies regular deposits from your employer and calculates your income based on these patterns. Think of it as letting the computer do the math instead of having an underwriter manually review your paystubs.
The key advantage is speed and accuracy. Traditional income verification can take weeks as lenders wait for employment verification forms and collect multiple months of documentation. With automated assessment, the analysis happens in real time.
Who Qualifies for This Process
The automated system works best for borrowers with straightforward employment situations. You need regular deposits from an employer into your bank accounts. The system looks for consistent patterns that indicate stable employment income.
Your income must come from eligible sources. Base salary qualifies, whether you're paid weekly, bi-weekly, or monthly. Hourly workers qualify as long as their hours are relatively consistent. Military personnel can use their base pay, entitlements, and reserve or National Guard earnings.
Variable income also qualifies under specific circumstances. Overtime pay, bonuses, and commission income can be included if they show up regularly in your bank deposits. The system needs to see a pattern of these payments over time.
Self-employed borrowers and independent contractors cannot use this process. If you receive 1099 income for services performed, you'll need traditional income documentation. The same applies if you own less than 25% of a business but receive income from it.
How Your Lender Submits the Data
Your lender obtains your bank account data through a verification service. You'll need to provide access to all accounts where your employer deposits your paychecks. This typically happens through a secure online portal where you log into your bank accounts.
The lender submits this account data along with the income amount they plan to use for your loan qualification to Loan Product Advisor. The system then analyzes your deposit history and determines whether the income calculation is accurate and reliable.
If you have multiple income sources, the lender must submit data for all of them. The system evaluates each source separately and provides feedback on which ones qualify for automated assessment.
Your lender must also confirm that the accounts belong to you and that the deposits come from your current employer. They'll cross-reference the deposit information with your loan application and any employment documentation you've provided.
What Documents You Still Need
Even with automated assessment, you'll need some documentation. Your lender must keep the verification report and any recent paystubs in your loan file. These serve as backup documentation for the automated analysis.
The age of your documentation matters. Your verification report and paystubs must meet the same freshness requirements as traditional loans, typically no more than 120 days old at closing [[5102.4]].
If you receive full approval for automated assessment and all your income comes from eligible sources, you may not need to provide tax returns. This represents a significant documentation reduction compared to traditional loans.
However, if only part of your income qualifies for automated assessment, you'll need traditional documentation for the remaining income sources. Your lender will tell you exactly what additional paperwork is required based on the Loan Product Advisor feedback.
Understanding the Approval Results
Loan Product Advisor provides one of four results for your automated income assessment. "Eligible" means your income fully qualifies and you get maximum documentation relief. "Partial" means some of your income sources qualify but others need traditional verification.
"Not eligible" means none of your income qualifies for automated assessment. You'll need to provide all traditional income documentation including paystubs, employment verification, and tax returns. "Unavailable" means the system couldn't analyze your data properly.
The result appears on your Feedback Certificate, which your lender receives after submitting your information. If your lender makes multiple submissions with updated information, only the final result matters for your documentation requirements.
Partial approval often happens when you have multiple income sources. Your base salary might qualify for automated assessment while your side business income requires traditional documentation.
Why Fannie Mae Created This System
Traditional income verification creates delays and potential errors. Employment verification forms can take weeks to return from HR departments. Paystubs can be altered or misrepresented. Tax returns might not reflect current income levels.
Bank account data provides a more accurate picture of your actual income. The deposits show exactly what you're receiving from your employer without relying on third-party verification. This reduces the risk of income fraud and speeds up the loan process.
The system also recognizes that employment patterns have changed. Many borrowers have variable income from overtime, bonuses, or commission work. Traditional verification methods struggle with these income types, often requiring extensive averaging calculations.
Automated assessment can handle variable income more effectively by analyzing actual deposit patterns over time. This gives lenders confidence in income calculations without requiring complex manual analysis.
Common Problems and Complications
Multiple bank accounts can complicate the process. If you split your direct deposit between checking and savings accounts, or if you've changed banks recently, the system might not capture your complete income picture. Make sure your lender has access to all accounts where you receive employment income.
Irregular deposit timing can cause issues. If your employer pays on different days each month or if you receive bonuses at unpredictable intervals, the automated system might struggle to identify patterns. Recent job changes can also create problems if your deposit history doesn't show consistent income.
Cash deposits or non-electronic payments won't register properly in the automated system. If part of your income comes as cash tips or if your employer occasionally pays by check that you deposit manually, these amounts might not be recognized as employment income.
Income that has declined recently poses challenges. If your hours were cut or your commission income dropped significantly, the automated system might calculate an income level that no longer reflects your current earning capacity.
References
For the official guidelines, see 5303.5: Automated income assessment with Loan Product Advisor® using account data for employed income in the Fannie Mae Selling Guide.
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Original Freddie Mac Guideline Text
This section contains:
Underwriting requirements
Data submission requirements, representation and warranty relief eligibility and documentation requirements
Internal Revenue Service (IRS) Form 4506-C requirements
(a)
Overview
Representation and warranty relief eligibility is contingent on the Seller’s compliance with all requirements as set forth in this section.
Asset and income modeler (AIM) automated income assessment using account data, provides Sellers with the option to use Loan Product Advisor
®
to determine whether the Seller is eligible for relief from enforcement of certain representations and warranties related to the Borrower’s income.
The Seller must obtain the Borrower’s account data and submit all required data and information to Loan Product Advisor. Based on the data submitted, Loan Product Advisor will assess for representation and warranty relief eligibility and return the results of the assessment on the Feedback Certificate.
(b)
Eligible income types
The following table describes income types that are eligible for an automated income assessment using account data:
Eligible income types for an automated income assessment
Eligible income type
Ineligible employment/income characteristics
The following non-fluctuating employment earnings as described in
:
Base non-fluctuating employment earnings
Military earnings (base, entitlements, reserve, National Guard)
Earnings with the following employment/income characteristics as described in
Section 5303.1(e)
are not eligible for an automated income assessment using account data:
Income reported on IRS Form 1099 for services performed
Borrowers with business ownership interest(s) less than 25%
The following fluctuating employment earnings as described in
:
(c)
(i)
General underwriting requirements
The Seller must have no knowledge, information or documentation that contradicts an expectation that the income will continue for at least the next three years.
The Seller must confirm:
Each account on the verification report is owned by at least one Borrower
All assets shown on the verification report are in U.S. dollars located in a U.S. or State-regulated financial institution
That the payor(s) is the Borrower’s current employer by using the information in the Mortgage file
(ii)
Age of documentation
For the age of the documentation, the expiration date of the verification report and any paystub(s) reflected on the Last Feedback Certificate complies with the requirements in
Section 5102.4
.
(d)
Data submission requirements, representation and warranty relief eligibility and documentation requirements
(i)
Data submission requirements
For Mortgages with an automated income assessment using Loan Product Advisor, the Seller must:
Submit the income amount used to underwrite the Mortgage to Loan Product Advisor
Investigate and resolve any inconsistent or contradictory information between the verification report, information contained in
Form 65, Uniform Residential Loan Application
(including the Borrower’s income and employment representations), and the Mortgage file and, if applicable, resubmit the correct information to Loan Product Advisor
If after the initial submission, the Seller obtains an updated verification report or paystub(s), the Seller must resubmit the account data to Loan Product Advisor
(ii)
Representation and warranty relief results on Feedback Certificate
If multiple Loan Product Advisor submissions are made, Seller’s eligibility for representation and warranty relief will be based on the results on the Last Feedback Certificate.
When income representation and warranty eligibility results are provided on the Last Feedback Certificate, the representation and warranty relief available is described in the following table:
Income representation and warranty relief based on Feedback Certificate result
Eligible
The Seller is relieved from enforcement of the following representations and warranties:
Accuracy of the income calculation related to eligible income types on the verification report, and
Accuracy and integrity of the data on the verification report
Partial
When partial income representation and warranty relief is granted for a source(s) as confirmed by the feedback message, the Seller is relieved from enforcement of the following representations and warranties:
Accuracy of the income calculation related to eligible income types on the verification report, and
Accuracy and integrity of the data on the verification report
Not eligible
The Seller is not eligible for relief from enforcement of representations and warranties related to the Borrower’s income.
Unavailable
The Seller is not eligible for relief from enforcement of representations and warranties related to the Borrower’s income.
(iii)
Documentation requirements based on representation and warranty relief result on Feedback Certificate
When income representation and warranty eligibility results are provided on the Last Feedback Certificate, the documentation requirements are described in the following table:
Documentation requirements based on representation and warranty relief result on the Feedback Certificate
Eligible
The verification report and paystub(s), as applicable, must be maintained in the Mortgage file.
When there are multiple income sources and one or more is eligible for income representation and warranty relief, for the income source(s) not eligible for representation and warranty relief, the Seller must either:
Verify and document the income as required by the Guide, or
Remove the income and resubmit the Mortgage to Loan Product Advisor
Partial
The verification report and paystub(s), as applicable, must be maintained in the Mortgage file.
When there are multiple income source(s) and one or more income sources are needed to qualify the Borrower, document the income source(s) as required by the feedback messages.
Not eligible
The income must be verified and documented as required by the Guide.
Unavailable
The income must be verified and documented as required by the Guide.
(e)
IRS Form 4506-C requirements
For Mortgages that receive an income representation and warranty result of either “Eligible” or “Partial” with a feedback message indicating that no further documentation is required for the income reflected on the verification report, if all of the Borrower’s income is from an eligible income type described in
Section 5303.5(b)
, the Seller does not need to obtain the following:
A signed IRS Form 4506-C (or alternate form acceptable to the IRS that authorizes the release of comparable tax information to a third party), or
A signed Commonwealth of Puerto Rico Form 2907 or Form 4506-C (or an alternate form that authorizes the release of comparable tax information to a third party), for income that is derived from sources in Puerto Rico, Guam or the U.S. Virgin Islands and is exempt from federal income taxation under the Internal Revenue Code
For all other Mortgages, the IRS form 4506-C documentation requirements of
Section 5302.5
apply.
