Independent and not affiliated with the FDA, MHRA, ISPE, PDA, or any agency. Get the appgoutham@madhadi.com
madhadi.comData Integrity & GxP Quality
Browse all topics → Articles Templates & Procedures Learning paths GlossaryScenariosToolsRegulatory ReferencesLearning PathsTopics About Start here
← Learning Tracks
Learning Track № 01 Beginner

Breaking In: From Zero to Competent

This track is for anyone starting a career in GxP quality, validation, or data integrity, or anyone who wants to understand the field before diving into the technical details. It covers the regulatory framework, core frameworks, and gives you a concrete roadmap for building expertise.

Steps9 TierBeginner ForStudents · Career changers · New hires
The reading path

Nine steps, in order.

Each step is a checkpoint, not a chapter. Read it, understand it, then move on. The sequence is deliberate, every step assumes the one before it.

  1. 01
    Quality Assurance

    What is GMP, and why does it exist?

    Before learning the procedures, understand the foundation. What GMP actually requires, why it exists (the patient safety case), and how it connects to everything else in regulated manufacturing.

  2. 02
    Quality Assurance

    Who does what, GxP roles explained

    QA, QC, validation, regulatory affairs, clinical QA, DI. Understanding who owns what, how the functions interact, and where each role fits in the quality system is essential before you can work effectively in any of them.

  3. 03
    Data Integrity

    The ALCOA+ principles, the language of DI

    ALCOA+ is cited in every data integrity document from every major regulatory agency. Understanding each principle, and the specific failure modes it addresses, gives you the vocabulary to diagnose any data integrity problem.

  4. 04
    Quality Assurance

    The pharmaceutical quality system

    How QA, QC, validation, and data integrity actually fit together. Document control, deviations, CAPA, change control, these aren't separate systems. They're the interconnected fabric of the QMS.

  5. 05
    CSV & CSA

    GxP computerized systems, the full set of systems

    LIMS, CDS, ELN, MES, EDMS, CTMS, EDC. Every system generates GxP data with specific validation and DI requirements. Understanding the full set is the prerequisite for understanding validation.

  6. 06
    CSV & CSA

    Why we validate, and the basics

    Start with why validation exists at all, the documented proof that processes, equipment, and systems do what they should, and the regulations that require it. Then the framework: GAMP 5 software categories, the V-model, IQ/OQ/PQ, and risk-based testing.

  7. 07
    Equipment Qualification

    Equipment qualification basics

    Why equipment must be qualified before GxP use, what DQ/IQ/OQ/PQ involves, and how calibration and qualification interact.

  8. 08
    Audits & Inspection

    How FDA inspections work, and what they find

    Understanding how FDA inspections are structured, what investigators look for, and what patterns show up in warning letters changes how you approach daily GxP practice.

  9. 09
    Career

    Career roadmap: how to build expertise

    Where to learn, what credentials matter, how to specialize, and what a realistic career trajectory in GxP quality and validation looks like.

When you're ready

Continue to the Implementation Track

Once you have the foundations, the Implementation track takes you into execution: how to actually run validations, design audit trails, and manage GxP systems in practice.

Implementation Track →
Use madhadi.com as an app Full screen, works offline, one tap from your home screen.