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    Healthcare3 months

    Medicheck

    Medical billing reconciliation tool

    Impact

    From hours of manual review to seconds with 98% accuracy

    98%
    Reconciliation accuracy
    Seconds
    Instead of hours of manual review
    0
    Human errors in the process

    The challenge

    Medical service companies manually reconcile billing records between hospitals and their own internal systems — a tedious, error-prone process where charge discrepancies, missing records, and amount differences go unnoticed, resulting in lost revenue.

    Manual row-by-row reconciliation between hospital spreadsheets and internal records

    Charge and amount discrepancies going unnoticed due to human error

    Missing records not detected until it's too late

    Hours of work dedicated to a repetitive process that could be automated

    Medicheck screenshot
    Medicheck screenshot

    Our approach

    We designed a web tool that fully automates billing comparison. The goal was clear: eliminate human error and reduce a process that took hours to seconds, with an interface anyone could use without technical training.

    01

    Reconciliation flow analysis

    We studied the existing manual process to understand exactly how data was cross-referenced between hospital sheets and internal records, identifying the most common failure points.

    02

    Smart comparison engine

    We developed a system that cross-references each entry by patient ID and service date, automatically detecting matches, differences, and missing records.

    03

    Clear interface for non-technical staff

    We designed an experience where uploading two Excel files and getting clear results with visual indicators requires zero technical knowledge.

    What we built

    A web platform where users upload two Excel files — the hospital billing and internal records — and get a complete analysis in seconds, with clear visual indicators and exportable results.

    Automated row-by-row comparison

    Automatic cross-referencing of two Excel spreadsheets by patient ID and service date, processing hundreds of records in seconds.

    Visual discrepancy detection

    Clear indicators for matches, differences, and missing records to identify issues at a glance.

    Summary dashboard

    Panel with totals for matches, differences, and missing records for an instant overview of the reconciliation status.

    Excel and PDF export

    Download results in standard formats for internal reports and audit processes.

    Medicheck screenshot

    The impact

    What used to require hours of manual verification cross-referencing rows between spreadsheets is now completed in seconds with 98% accuracy. Human error has been eliminated from the reconciliation process, and staff can dedicate their time to higher-value tasks.

    "We used to lose half a day reviewing billing and still missed errors. Now we upload the files and everything is cross-referenced in seconds. It lets us focus on what we do best."

    Billing Manager

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