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Edenlab Blog

Our blog is a space for deep, strategic thinking on how data and digital infrastructure reshape healthcare and life sciences. We write about what it takes to build meaningful, interoperable, and future-ready systems.

Latest articles

CMS-0057-F Explained: Interoperability and Automation for Payers
CMS-0057-F Explained: Interoperability and Automation for Payers

Discover how CMS-0057-F leverages interoperability to drive automation. This guide explains the four required FHIR APIs, what changed, key deadlines (2026/2027), how HL7 Da Vinci (CRD/DTR/PAS) fits, common…

Stanislav Ostrovskiy
Stanislav Ostrovskiy

Partner, Business Development at Edenlab

23.12.2025
Artificial Intelligence (AI) in Medical Imaging: Revolutionizing Diagnosis and Treatment
Artificial Intelligence (AI) in Medical Imaging: Revolutionizing Diagnosis and Treatment

This guide explains how AI delivers value in real radiology workflows, triage, segmentation, image quality, QA, and structured reporting, when…

Stanislav Ostrovskiy
Stanislav Ostrovskiy

Partner, Business Development at Edenlab

16.12.2025

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    Healthcare Data Integration: Challenges and Strategic Approaches for 2026
    Healthcare Data Integration: Challenges and Strategic Approaches for 2026

    This guide outlines the steps to select a healthcare data integration path that aligns with business objectives and compliance requirements. Learn when to use an Application…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    12.12.2025
    Best Practices for HIPAA Compliance of Large Language Models (LLMs)
    Best Practices for HIPAA Compliance of Large Language Models (LLMs)

    LLMs can improve documentation and analysis, but public models introduce PHI risk. This guide explains a HIPAA-ready approach with metadata-first design, isolated deployments, and controls aligned to…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    10.12.2025
    How to Build a Healthcare Technology Platform Step-by-Step
    How to Build a Healthcare Technology Platform Step-by-Step

    Today’s healthcare systems can’t run on disconnected apps. This article shows how platform-based development helps providers, payers, and tech teams build solutions that connect, scale, and stay compliant. Learn what sets…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    10.11.2025

    Unlock the future of healthcare data with expert insights

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    Everything about our AI-powered healthcare analytics platform built on FHIR®

    AI for Prior Authorization in Healthcare
    AI for Prior Authorization in Healthcare

    Prior authorization (PA) is one of the most persistent bottlenecks in the healthcare system. This article explains how AI, built on a FHIR and API-first foundation, turns PA into a fast and predictable workflow. Learn what’s driving the shift, which tasks can be automated…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    10.11.2025
    Agentic AI in Healthcare: Key Applications, Benefits, and Use Cases
    Agentic AI in Healthcare: Key Applications, Benefits, and Use Cases

    Agentic AI changes how healthcare software works, from passive, one-off tools to autonomous systems that set objectives, coordinate workflows, and adapt to changing conditions. This article explores…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    31.10.2025
    GRC (Governance, Risk, and Compliance) Software for Healthcare Providers, Payers, and Product Developers
    GRC (Governance, Risk, and Compliance) Software for Healthcare Providers, Payers, and Product Developers

    GRC platforms are no longer just about compliance checklists — they’re essential tools for managing safety,…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    29.10.2025
    Healthcare Revenue Cycle Management (RCM) as a Platform: Connecting Healthcare Providers and Payers at Scale
    Healthcare Revenue Cycle Management (RCM) as a Platform: Connecting Healthcare Providers and Payers at Scale

    Revenue cycle management (RCM) is one of the most complex, fragmented parts of the healthcare system — but it…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    29.10.2025
    Designing Healthcare Data Models That Scale with Organizational Growth
    Designing Healthcare Data Models That Scale with Organizational Growth

    Healthcare organizations face a unique data challenge: a diverse set of stakeholders — healthcare providers (HCPs), payers (insurers), pharmaceutical companies, medical device manufacturers,…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    17.10.2025
    AI Data Pipeline Optimization in Healthcare: Best Practices for 2026
    AI Data Pipeline Optimization in Healthcare: Best Practices for 2026

    Prior authorization has become one of the most frustrating processes in healthcare—slow, costly, and disconnected from real workflows. But change is finally happening with the rise of FHIR,…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    17.10.2025
    Automating Prior Authorization with FHIR
    Automating Prior Authorization with FHIR

    Prior authorization has become one of the most frustrating processes in healthcare—slow, costly, and disconnected from real workflows. But change is finally happening with the rise of FHIR, automation, and regulatory push from CMS. In this article, we break down how…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    28.08.2025
    Transforming Care Delivery and Population Health with Big Data Analytics
    Transforming Care Delivery and Population Health with Big Data Analytics

    Big data is transforming how we understand and manage population health — helping care teams identify risks earlier, act faster, and build more sustainable health systems. But making it…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    18.07.2025
    Ensuring Regulatory Compliance in Partnered Healthcare Data Development
    Ensuring Regulatory Compliance in Partnered Healthcare Data Development

    Explore the essential strategies and best practices for achieving regulatory compliance in healthcare data projects, from building cross-functional teams to implementing robust quality…

    Stanislav Ostrovskiy
    Stanislav Ostrovskiy

    Partner, Business Development at Edenlab

    08.07.2025

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        Guide on HTI-1 Final Rule updates

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          Guide to Patient and Population Services API

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            HL7 FHIR Explained

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