Published on: 
August 27, 2025

New in Life & Health: Clear Condition Stories with Clinical Insights

5 min read

Life & Health underwriters often have to go through hundreds of pages of medical documents to understand an applicant’s health profile, knowing that one missed detail could lead to the wrong coverage decision.

When we introduced our Life & Health Underwriting AI, we set out to give underwriters everything they need in one place: diagnoses, medications, and procedures pulled from applications and supporting documents, aligned to the insurer’s unique risk appetite. They no longer had to spend time manually going through medical documents. 

But after getting feedback from underwriters across global insurers, we realized something important: presenting information alone isn't enough. What they really need is the full health story, with all the pieces connected. For example, if a medication appears, they need to know the full context around it: how often it was prescribed and any related diagnoses or procedures.

That’s why we’re upgrading our Underwriting AI with Conditional Insights and Clinical Data, designed to reflect the way underwriters think about the overall health profile.

What’s New?

Conditions: From Medical Facts to the Full Story
The new conditions view brings together all relevant facts tied to a stated diagnosis, such as medications, procedures, and condition history.

Conditions completely change how Sixfold’s insights are presented to underwriters. 

Previously, all relevant data, like Personal Health, Medications, Procedures, and more, appeared as individual facts. While surfacing this information is essential, it didn’t show underwriters how it all connected.

The thing is, Life and Health underwriters don't analyze each fact in isolation; they think about how it fits into the bigger picture. What does this medication suggest? How severe is the condition? How does it all connect?

That’s why Sixfold now brings together all relevant information under a diagnosed condition, including:

  • Medications and ongoing treatment
  • Procedures and lab results
  • The condition’s full history, with context and progression over time

For example, take Gastritis, an inflammation of the stomach lining that can cause pain, indigestion, and discomfort. An applicant might have been diagnosed with it a while ago, is taking medication such as Pantoprazole, and could have undergone procedures like Endoscopies five years ago.

Instead of treating these details as in isolation, Sixfold now recognizes they’re all part of the same conditions story. This mirrors exactly how an experienced underwriter would naturally connect the dots, seeing not just health facts, but the bigger picture of an applicant’s health history.

“This release has been a huge focus for our team, and the feedback from early users has been very positive. They’ve shared firsthand how impactful it is to have a single experience that brings together every aspect of an applicant’s medical history.” 

- Noah Grosshandler, Product Manager at Sixfold.

Want a closer look at how Conditions work? Join our live product demo on September 11th.

Core Clinical Data: Lab Insights and Historical Trends
Core Clinical Data brings key lab results, like Vitals, Cardiovascular Health, and Hematology, into one section, showing values, normal ranges, test dates, trends, and clickable sources for every data point.

Underwriters often have to go through dozens of lab results to answer: Does this applicant have an underlying condition? Are the results concerning? Could they worsen over time?

Core Clinical Data brings all of that information into one place, instantly. It pulls information found in lab results and medical records uploaded to Sixfold, presenting a pre-defined set of health indicators commonly tied to high-risk conditions such as: Vitals, Cardiovascular Health, and Hematology.

It gives underwriters instant and standardized insight: lab values, normal ranges, and historical progression, making it easier to assess the presence, progression, and severity of chronic conditions.

The impact? Core Clinical Data gives underwriters a snapshot of the applicant’s health at a glance, meaning time saved in reading lab reports that can be used to actually bind accounts. With immediate access to historical trends and key lab indicators, underwriters can make faster and more accurate decisions. 

How Guardian Cut Review Time in Half

Guardian, one of the largest life insurers in the U.S., faced a common challenge: manual case reviews slowed down underwriters and created bottlenecks in the underwriting process.

By adopting Sixfold for its Disability line, Guardian was able to automatically extract medical data, triage information faster, and speed up case assessments end-to-end.

The impact: a 50% reduction in review time, freeing underwriters from being stuck reviewing medical records and letting them focus on risk decisions. Read more about the results Guardian has seen here

Now, Guardian is expanding the program across more business lines, and you can see why! Join our Life & Health Product Demo on September 11th, where we’ll showcase how Sixfold works for life & health insurance underwriting. 

Share this post
Ana Clara Ribeiro
Associate Marketing Manager
Use Case
Current Process
With Narratives
Quoting
Currently, risk factors are pulled together manually to decide if a case should be quoted.
Automatically summarizes key risk drivers upfront, providing a clear snapshot to prioritize cases faster.
Peer Reviews
Peer reviews are slowed by unstructured summaries; reviewers often have to go back to source documents.
Risk factors and case notes are presented clearly and consistently.
Referrals
Referral memos vary between underwriters; approvers often have to sort through inconsistent write-ups to understand the case.
Consistent case summaries make it easier for approvers to see the full risk story and sign off faster.
Decision Documentation
Underwriting rationale is often recorded unevenly; teams spend time cleaning up notes when preparing for audits.
A standardized record of underwriting rationale is created automatically, ready for audit without extra effort.
Business Impact
Faster decisions on which risks to quote.
More consistent risk appetite application and faster reviews.
Faster referral decisions.
Lower compliance risk and faster audit prep.
Quoting
use case
Current Process
Currently, risk factors are pulled together manually to decide if a case should be quoted.
With Narratives
Automatically summarizes key risk drivers upfront, providing a clear snapshot to prioritize cases faster.
Business Impact
Faster decisions on which risks to quote.
Peer Review
use case
Current Process
Peer reviews are slowed by unstructured summaries; reviewers often have to go back to source documents.
With Narratives
Risk factors and case notes are presented clearly and consistently.
Business Impact
More consistent risk appetite application and faster reviews.
Referrals
use case
Current Process
Referral memos vary between underwriters; approvers often have to sort through inconsistent write-ups to understand the case.
With Narratives
Consistent case summaries make it easier for approvers to see the full risk story and sign off faster.
Business Impact
Faster referral decisions.
Decisions Documentation & Audits
use case
Current Process
Underwriting rationale is often recorded unevenly; teams spend time cleaning up notes when preparing for audits.
With Narratives
A standardized record of underwriting rationale is created automatically, ready for audit without extra effort.
Business Impact
Lower compliance risk and faster audit prep.