MeasureOne Blog

Making faster lending decisions with automated VOIE

Written by MeasureOne | Feb 12, 2026 4:12:06 PM

Speed and accuracy are the twin pillars of successful auto lending. In an industry where consumers expect instantaneous approvals, a delay of even a few hours can mean losing a deal to a competitor. Yet, risk managers and operations executives face a constant balancing act: how do you accelerate loan origination without opening the floodgates to fraud or bad debt?

The traditional friction point has always been income verification. It is a necessary evil that often involves chasing down paystubs, waiting on employer callbacks, or manually calculating debt-to-income ratios. This manual process is not just slow; it is a significant operational bottleneck that frustrates borrowers and strains internal resources.

However, the landscape is shifting. Automated Verification of Income and Employment (VOIE) is transforming how lenders assess risk, allowing for faster decisions, reduced fraud, and a seamless customer experience.

The problem: manual income verification

For decades, the standard procedure for verifying a borrower's ability to pay involved a heavy manual workload. Loan officers would request physical or digital copies of paystubs and W-2s, which then required human review. This method is fraught with inefficiencies.

First, there is the time cost. Waiting for a borrower to locate, scan, and upload documents can stall an application for days. Once received, an underwriter must manually review the data, creating a workflow that is difficult to scale during peak periods.

Second, manual verification is vulnerable to fraud. Modern editing software makes it alarmingly easy for bad actors to forge paystubs or alter income amounts. A visual inspection by a human underwriter can miss subtle discrepancies that indicate a fraudulent document, leading to higher default rates down the line.

Finally, relying on manual stips creates a poor customer experience. In the digital age, borrowers are accustomed to one-click solutions. Being asked to dig through filing cabinets for paperwork adds friction that can lead to application abandonment.

Reducing manual stips for income verification

The goal for any modern lender should be reducing manual stips for income verification. By minimizing the reliance on physical documents and human intervention, lenders can remove the primary drag on their origination speed. This isn't just about working faster; it's about working smarter by leveraging data directly from the source.

The solution: automated VOIE

Automated VOIE replaces the manual chase with a streamlined, digital process. Instead of asking a borrower to upload a PDF, the lender sends a secure link or embeds a portal within the application. The borrower then logs into their payroll provider or bank account directly through the platform.

This connection grants the lender read-only access to verified data straight from the source—whether that is a payroll processor like ADP or a financial institution.

Instant income verification

The core feature of this technology is instant income verification. Because the data comes directly from the payroll provider or bank, it is trustworthy and available in real-time. There is no need to wait for an employer to answer the phone or for a borrower to find a scanner. The system pulls gross and net pay, pay frequency, and employment status instantly.

Speeding up loan origination with automated VOE and VOI

By combining Verification of Employment (VOE) and Verification of Income (VOI) into a single automated step, lenders can drastically reduce the time from application to approval. Speeding up loan origination with automated VOE and VOI means underwriters receive a standardized data set immediately. This allows for automated decisioning logic to be applied, potentially approving low-risk applicants without any human review at all.

Benefits of automated VOIE

Transitioning to an automated model offers tangible benefits that ripple across the entire lending organization.

Faster decision making

The most immediate impact is speed. When income data is retrieved instantly via API, the "pending" queue shrinks. Lenders can provide approvals in minutes rather than days, capturing the borrower at the moment of highest intent.

Improved accuracy

Manual data entry is prone to keystroke errors. Automated VOIE eliminates this risk by pulling data directly from source systems. Furthermore, because the data is digital, it is standardized, making it easier to compare against underwriting guidelines systematically.

Enhanced customer experience

Borrowers appreciate simplicity. Logging into a payroll account is a familiar action, similar to logging into online banking. It creates a modern, frictionless experience that reflects well on the lender’s brand and reduces drop-off rates.

Cost savings

Manual verification is expensive. It requires headcount, time, and administrative overhead. Automated solutions significantly lower the cost per loan by reducing the man-hours required to process each application. MeasureOne's automated VOIE can lower costs by as much as 90% compared to legacy alternatives.

Expanding borrower access

Automated VOIE also supports expanding borrower access to credit and close more loans with support for nontraditional income earners. Gig economy workers, freelancers, and contractors often struggle to provide standard paystubs. By using bank-connected data to verify cash flow and deposits, automated VOIE allows lenders to accurately assess the risk of these borrowers, opening up a large and growing segment of the market.

Understanding ability to pay (ATP) and debt-to-income (DTI)

At the heart of the lending decision is the calculation of risk metrics. Two of the most critical are the Ability to Pay (ATP) and the Debt-to-Income (DTI) ratio.

Ability to pay (ATP)

ATP is a measure of whether a borrower has sufficient residual income to cover the new loan payment after meeting their living expenses. Accurate calculation requires a precise understanding of net income. Automated VOIE provides exact net pay figures, allowing for a more granular and accurate ATP assessment than estimating based on gross income.

Debt-to-income (DTI) calculation

The DTI ratio compares a borrower's monthly debt payments to their monthly gross income. A precise debt-to-income (DTI) calculation is essential for compliance and risk management. If the income input is inaccurate—due to fraud or manual error—the DTI calculation is flawed, potentially leading to a bad loan. Automated VOIE ensures that the "Income" side of the DTI equation is verified and accurate, giving risk managers confidence in their portfolio quality.

MeasureOne’s automated solutions

In a competitive auto lending market, the technology you choose defines your efficiency. MeasureOne provides a comprehensive suite of automated solutions for auto loan lenders designed to tackle the specific challenges of fraud, speed, and compliance.

VOIE and document processing

MeasureOne offers a powerful automated VOIE API that connects to over 5,000 payroll processors and covers 100% of the US employment market. However, for borrowers who cannot or will not connect their accounts, you need a backup.

You can seamlessly integrate automated document processing along with MeasureOne’s credentialed solution for higher completion rates. MeasureOne’s intelligent document processing uses deterministic parsing and AI to extract data from uploaded paystubs with 100% accuracy, ensuring that you have a solution for every borrower type.

Insurance verification and monitoring

Beyond income, MeasureOne simplifies the other major friction point in auto lending: insurance. The platform allows lenders to instantly verify insurance coverage and monitor policies for lapses, ensuring your collateral remains protected throughout the life of the loan.

Risk management doesn't have to come at the expense of speed. By embracing automation, you can protect your portfolio while delivering the fast, seamless experience your customers demand.

Ready to accelerate your lending decisions?