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    Case Studies & Use Cases

    See how healthcare organizations are transforming operations with Linx AI.

    Document Automation

    UDMI - AI Document Intake

    250+ Daily Faxes, $115K+ Annual Savings

    The Challenge

    UDMI, a physician-owned radiology practice processing 250+ daily faxes, was spending 32 hours of manual labor per day across 4 FTEs to extract and re-type patient data into their EMR system.

    The Solution

    Linx AI Document Intake was deployed to automatically extract patient demographics, provider details, and clinical data from unstructured inbound faxes and push it directly into the patient's chart.

    4→1.5 FTEs
    Staff reduction
    $115K+
    Annual labor savings
    250+/day
    Faxes processed automatically
    Clinical Efficiency

    ADSC - White-Labeled AI Partnership

    Zero-Cost AI Wing, Net-New Revenue for Partners

    The Challenge

    ADSC's medical billing users were critically understaffed and bottlenecked by manual ICD-10 coding, leading to delayed claims and high denial rates. As a mid-market platform, building specialized AI infrastructure in-house was slow and carried immense R&D risk.

    The Solution

    We embedded ourselves as ADSC's zero-cost, bolt-on AI development wing. We built a headless, API-driven AI coding agent that runs invisibly in the background of ADSC's software, requiring zero workflow changes for the end user. ADSC white-labeled the product, set the retail price, and captured immediate net-new revenue.

    49
    Clinicians supported
    50%
    Cut in billing time
    98%
    Accuracy in 60 days

    "There are so many things we cannot do as a facility that we need to be doing. Now, we're no longer billing 30 days behind. Because we're actually caught up, our people can finally spend time doing those other things."

    - Director of Billing Operations, Bowes Imaging Center
    Billing

    Bowes Imaging Center - Medical Coding

    49 Clinicians, 30-Day Backlog Eliminated

    The Challenge

    ADSC's medical billing users were critically understaffed and bottlenecked by manual ICD-10 coding, leading to delayed claims and high denial rates at Bowes Imaging Center.

    The Solution

    We built a headless, API-driven AI coding agent that runs invisibly in the background of ADSC's software, extracting and suggesting complex billing codes directly from clinical reports via human-in-the-loop review.

    49
    Clinicians supported
    50%
    Reduction in billing time
    88%
    Out-of-the-box accuracy

    "There are so many things we cannot do as a facility that we need to be doing. Now, we're no longer billing 30 days behind. Because we're actually caught up, our people can finally spend time doing those other things."

    - Director of Billing Operations, Bowes Imaging Center

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