Insurance Professionals

How Medical Record Analysis Helped Resolve Complex Insurance Claim Review Challenges

Abstract orange icon of a person composed of geometric shapes.Jerin Jose Nesamony
Simple dark calendar icon with two rings on top and one horizontal line representing a date.October 21, 2026
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How Medical Record Analysis Helped Resolve Complex Insurance Claim Review Challenges
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Client Overview

A U.S.-based workers’ compensation insurance provider reviewed claims involving workplace injuries and the medical care employees received. Each claim could include medical records, diagnostic reports, doctors’ notes and other documents that the insurer needed to review before making a decision.

As the claim files became harder to review, the insurer needed a consistent way to sort the medical records, track an employee’s treatment after an injury and identify missing details or information that needed further checking.

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Challenges

The insurer’s reviewers had to piece together medical histories from records created by different healthcare providers. Important details were not always in one place, and gaps in the documentation could mean going back through the file or requesting clarification.  

Large files: Lengthy medical records made it harder to find the details relevant to a claim.

‍Scattered treatment information: Details about the injury, examinations, diagnoses, and follow-up care appeared across separate documents.  

‍Gaps or unclear entries: Missing notes, uncertain dates or incomplete treatment histories sometimes needed further review.  

Manual searching: Reviewers spent time moving between documents to locate the medical evidence they needed.  

Different record formats: Healthcare providers documented information in different ways, making files less straightforward to review.

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Solutions

LezDo TechMed's medical record analysis approach focuses on bringing relevant medical information together so insurance reviewers can examine claim documentation more easily. The review process organizes clinical details, outlines documented treatment histories, and highlights information that may need further verification.

1. Organizing the Records

The available documents are grouped and arranged so reviewers can find the records they need without repeatedly searching through an unstructured file.  

2. Reviewing the Injury and Treatment History

Relevant details about the reported injury, medical evaluations, diagnoses, treatment, and follow-up care are identified from the records provided.  

3. Building a Medical Timeline

The documented events are placed in date order, giving reviewers a clearer view of the examinations and treatment recorded over time.  

4. Flagging Information That Needs a Closer Look

Missing records, unclear dates, or details that appear inconsistent are noted for verification. A flagged issue is not treated as a confirmed error without checking the source documentation.  

5. Preparing Findings for Review

The key information is brought together in an organized summary that reviewers can consider alongside the original records and the requirements that apply to the claim.

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Execution

LezDo TechMed reviewed the medical documents submitted for the workers' compensation claims. The team arranged the records for review, extracted relevant injury and treatment details, and prepared a timeline from the documented medical events.

Before delivery, the findings were checked against the available records. Missing or unclear details were noted so the insurer's reviewers could determine whether further information was needed.

The medical record analysis workflow followed a structured sequence:

Document Intake: Receiving the available medical records and supporting claim documents.

Record Sorting: Sorting documents by claim and putting them for review.

Medical Record Analysis: Reviewing the records to identify injury-related information, diagnoses, treatment and medical findings.

Timeline Preparation: Arranging medical events recorded in the files by date.

Quality Review: Comparing the review details with the original records and noting any missing or unclear information.

Final Delivery: Providing the organized findings in the agreed format for the insurer's claim review process.

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Results

60% Less Time Spent Reviewing Medical Records

Organizing medical records and preparing treatment timelines helped claim reviewers locate injury details, diagnoses, and treatment information without searching through every document individually. This reduced the time spent locating relevant medical evidence and allowed reviewers to focus on the information needed for claim assessment.

40% Fewer Manual Record Searches

Arranging medical documents by claim and presenting relevant findings in an organized format reduced the need to move repeatedly between separate files. Reviewers could locate supporting medical information more easily when examining claim details.

25 Documentation Gaps Flagged

Reviewing treatment histories and flagging missing records, unclear dates, and incomplete notes helped reviewers identify documentation issues that needed follow-up. This made potential gaps easier to spot during claim review.

Client Testimonial

The team helped us understand extensive medical records by arranging treatment records and identifying details that needed another look. Their structured approach made relevant records easier to access during claim evaluation.

— U.S.-Based Workers’ Compensation Insurance Provider

Conclusion

Medical documents from several providers are frequently included in workers' compensation claims, making it challenging to piece together the documented treatment history of an accident. A structured medical record analysis process helps bring these details into a clearer format and draws attention to information that may need further review.

LezDo TechMed's Insurance Claim Analysis services can support insurers by organizing medical evidence for claim evaluation. The resulting analysis helps reviewers examine the available documentation, while decisions about coverage and claim eligibility remain with the insurer.

Need help managing complex workers' compensation claim records? Explore LezDo TechMed's Insurance Claim Analysis services to learn how structured medical record review can support your team's documentation and review process.

Source Credit : This case study is based on a real client engagement. Data and outcomes are derived from the work output. The client has reviewed and approved this case study for publication.
Jerin Jose Nesamony
CEO

Jerin Jose Nesamony is the Founder and CEO of LezDo TechMed, a medical data analysis company he established in 2013 with a background in healthcare operations and multispecialty hospital settings. Skilled in bridging complex medical documentation with legal and insurance workflows, he understands the precision and compliance demands that drive high-stakes medico-legal decisions. He leads LezDo TechMed's work in pairing technology-assisted workflows with human medical review, helping law firms, insurers, IMEs, QMEs, and life care planners across the U.S. organize and review medical records with greater efficiency.