Life insurers have spent years making underwriting faster, and for good reason. Every carrier is trying to solve the same equation: issue policies sooner, control underwriting expenses, and protect mortality experience. Those objectives do not always move together.
Automation has helped the first two, especially on straightforward risks. In some underwriting shops, that progress came from prioritizing throughput and application volume while assuming mortality would hold. But rapid issue achieved by knowing less about an applicant does not eliminate uncertainty. It relocates it into claims experience, the quality of the book, or the price a carrier must charge.
Alternative and surrogate data can help reduce friction and improve speed, but they do not always provide the clinical depth needed to understand more complex risk.
The next stage of modernization should ask a different question:
How do we issue sooner because we understand the applicant earlier not because we required less and hoped the gap would not matter?
Four weeks is more than a service metric
The 2026 LexisNexis Life Insurance Consumer Experience Study found that, among applicants who abandoned an application, 79% cited effort and 63% cited time. The study also identifies a threshold familiar to the industry: roughly four weeks.
Beyond that point, acceptability falls sharply. Nineteen percent of applicants view timelines of five weeks or longer as highly unacceptable, compared with 5% for three to four weeks. When the process runs past expectations, a third considered another carrier and about a quarter considered abandoning the application.
This is the point at which the company has already spent its underwriting money and placement starts to slip. Records have been purchased, staff have been used, and the file may never become a policy. The producer may have to rescue the sale or explain an offer that differs from what the applicant expected.
Within the LexisNexis sample, applicants who abandoned the process skewed younger and healthier. The lost case is often the one most worth placing—and the spend does not come back.
For policies with high face amounts, the stakes run in both directions: a valuable policy can be lost to delay, while a substantial exposure can be poorly understood in the pursuit of speed.
Removing days from one step helps, but may not change the outcome. Applicants are no longer comparing life insurance only with other life insurers. They are comparing it with mortgages and bank accounts that now resolve in a day or two.
Getting to a decision before the customer leaves matters. So does getting the decision right.
Access is not understanding
LexisNexis also found that 82% of applicants had patient-portal access through their primary- care physician. Among those with access, 91% had used a portal multiple times in the prior year, and 93% had their login information readily available. Portals were the most preferred of the three record-sharing approaches described in the survey.
That challenges the assumption that consumers are unwilling or unprepared to participate in electronic record retrieval. Many already use the tools that would make that participation possible.
But retrieving a record and understanding it are different problems. A record can arrive quickly and still leave an underwriter determining which conditions are actually present, when they began, how severe or well controlled they are, whether treatment is working, how function has changed, how impairments and medications interact, and whether an apparent gap reflects missing evidence or information located elsewhere.
Modern records often contain the story without telling it.
Consider major depression, chronic pain, and a history of alcohol misuse. These same diagnoses can appear together in applicants who receive very different rate classifications. The labels are not the answer. The story is which conditions are actually present, how they behave over time, how they interact, and what is still unknown.
Larger commitments demand better understanding
A higher face amount increases the financial consequence of a poorly understood decision. A complicated medical history increases the work required to understand it. These are distinct challenges. When they occur together, moving the file faster is not enough.
Medically complex facultative cases make this clear. The carrier and reinsurer may each have to piece together and interpret the clinical story from substantial, overlapping evidence before reaching their own underwriting conclusions.
The shortage is not always information. Frequently, there is an enormous amount of it. The bottleneck is understanding it.
Expert value lies in the judgment that follows, not in the time spent assembling the story first.
Thoroughness is not a document count
The goal should not be to order fewer records simply because records cost money and create delay. Nor should it be to collect every available source on the theory that more documentation produces a better decision.
Five attending physician statements can still leave the underwriter without a coherent understanding of the applicant’s health. Think of the records as overlapping circles in a Venn diagram. One source may confirm what another already shows. A second may add chronology. A third may reveal severity or treatment response. Another may contribute almost nothing new. The question is not how many records we have, but what each adds to our understanding.
Hindsight is a poor test of whether a requirement was justified. A case that ends with a standard offer does not prove the record was unnecessary. That record may have supplied the evidence needed to support the offer.
The opposite error matters just as much: an application appears reassuring, no additional record is obtained, and something material remains unseen. We can order too much in one case and too little in another. Application disclosures alone cannot reliably settle every question.
The better approach is evidence precision: what is already known, what remains uncertain, and what additional evidence would resolve that uncertainty.
Making high-value medical information available earlier creates a better basis for that judgment. Where the evidence supports a decision, proceed. Where it does not, pursue what is missing. The objective is not fewer requirements at any cost. It is better-founded requirements, earlier.
The advantage will not come from retrieving another electronic health record faster. It will come from shortening the distance between medical evidence and clinical understanding.
The challenge is to increase speed without making mortality discipline, underwriting expense, and customer experience competing objectives.
That is a harder problem. It is also the one worth solving.
Source for consumer-study findings: LexisNexis Risk Solutions, "Reimagining Medical Data Sharing in Life Insurance Underwriting: Insights from the LexisNexis Life Insurance Consumer Experience Study (2026)."