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    VLMcare

    Validation insights & knowledge

    Articles, guides, and whitepapers on validation lifecycle management, compliance, and audit-ready quality operations.

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    On demand webinar

    CSV as It Should Be: How Object-Based Validation Changes the Game

    A recorded product demonstration: re-usable requirements, risks, and tests with real-time, auto-generated traceability.

    CSVObject-Based ValidationTraceability
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    Blog
    Oct 13, 20264 min read

    The Periodic Review Must Evolve to Work for AI

    Why AI requires ongoing monitoring, governed retraining, and periodic reviews that verify the monitoring process.

    Periodic ReviewsAIRegulatory Compliance
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    Blog
    Oct 4, 20265 min read

    How VLMcare Supports and Enforces ALCOA++ Data Integrity Principles

    How VLMcare's object-based validation platform maps to the ten ALCOA++ data integrity principles, from attributable e-signatures to live, always-current traceability.

    Data IntegrityALCOAALCOA++
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    Blog
    Sep 9, 20265 min read

    What Is Object-Based Validation?

    Why object-based validation turns validation data into connected, reusable objects and makes the requirements traceability matrix a real-time asset.

    Object-Based ValidationCSVCSA
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    Blog
    Sep 1, 20265 min read

    Current FDA Guidance on Governed AI in Validation

    The current guidance from FDA and EMA on AI in life sciences manufacturing for validation teams. Bottom line: the practice of risk-based validation hasn't changed with AI, and why the barrier to AI use is a myth.

    AIFDAEMA
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    Blog
    Aug 18, 20263 min read

    VLMcare Implements a Full CSV, CQV, and Instrument Validation Program in 6 Weeks for Major US Personal Care Medicine Company

    VLMcare completed a full CSV, CQV, and lab instrument validation rollout — from kickoff to production go-live — in just six weeks, powered by its object-based platform.

    CSVCQVValidation
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    Blog
    Aug 1, 20265 min read

    The Regulations and Guidelines of Data Integrity in GXP Environments

    How GAMP 5, PIC/S PI 041-1, MHRA, and FDA guidance build on ALCOA+ principles to define data integrity in GxP environments for validation programs.

    Data IntegrityALCOAGxP
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