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Beyond the Checklist: What Effective Good Laboratory Practices (GLP) Auditing Really Looks Like

Because “SOP reviewed” is not the same as “everything makes sense.”

There comes a point in nearly every GLP audit where the checklist gives up on you: You’ve confirmed that the SOP exists. You’ve checked the signatures. You’ve triumphantly ticked the box for “procedure reviewed.” And yet… something feels off.

That’s because effective GLP auditing isn’t about proving that everything exists – it’s about figuring out whether everything actually works together. In other words: You’re not just checking boxes, you’re solving a mystery.

The Checklist: Helpful Sidekick, Terrible Detective

Let’s be fair, checklists are great. They keep audits consistent. They prevent obvious misses. They make you feel productive (“Only 12 boxes left!”).
But here’s the problem: A checklist can confirm that a document exists. It cannot tell you whether that document makes any sense in the real world.
GLP audits aren’t paperwork scavenger hunts. They’re evaluations of whether a study is planned, performed, monitored, recorded, and reported in a way that actually supports data integrity. That requires a different mindset.

Follow the Study (Like a Slightly Suspicious Detective)

Strong auditors don’t start with requirements or guidance documents – they start with curiosity. They ask:

  • What is this study supposed to demonstrate?
  • Where could things realistically go wrong
  • What decisions shaped the outcome?

Then strong auditors follow the trail:

Protocol → Execution → Raw Data → Review → Report → Archive

Think of this trail as the study’s storyline. Every conclusion in the final report should trace cleanly back to real, verifiable evidence. If that chain breaks, you don’t just have a documentation issue, you may have a data credibility issue. And no checklist in the world is going to fix that.

Evidence Isn’t Just Paper (Sorry, Binder Lovers)

One of the biggest traps in auditing is assuming “If it’s documented, it must be fine.” But that’s not true. Real audit evidence comes from multiple places:

  • Raw data (the actual source of truth)
  • Supporting records (training, calibration, procedures)
  • Traceability links (does this result tie back to the protocol?)
  • Electronic footprints (audit trails, metadata)

A single document rarely tells the whole story. Good auditors look for patterns, such as:

  • Do different sources agree?
  • Do timelines make sense?
  • Does the story hold together?

If everything lines up, that’s great. If it doesn’t, congratulations: you’ve just found where the real audit begins.

Sampling: Less “Grab and Go,” More “Strategic Snooping”

You can’t review everything (even if your inner perfectionist insists that you try). So yes, sampling is required. But effective sampling isn’t random – it’s intentional. Strong auditors zoom in on:

  • Critical study phases
  • High‑risk activities
  • What went wrong
  • How the unexpected was documented

A checklist might ask: “Was calibration performed?” A great auditor asks: “How could calibration failure impact this study, and where would we actually see that?” That’s the shift: from checking activity to understanding impact.

The Plot Twist: Decision Making

Here’s where audits often fall apart. Even when documentation looks solid, many audits stop at: “What happened?” Effective auditors go further: “Why did it happen this way and was that decision appropriate?”

GLP is full of decisions:

  • Deviations
  • Data exclusions
  • Method changes
  • CAPAs

Because of this, each decision should leave a trail:

  • Was the decision documented?
  • Was the decision justified?
  • Was the impact of the decision assessed?

If not, you’re not just missing paperwork – you’re missing the reasoning that supports the study’s integrity.

Talk to Humans (They Know Things)

Documents tell you what should happen. People tell you what actually happens. That’s why interviews are where audits get interesting. A simple question can reveal:

  • “We don’t actually do it that way…”
  • “That SOP? Yeah, nobody uses that version.”
  • “We fixed it, we just didn’t document it.”

These moments are gold, not because something is “wrong” but because you’re finally seeing how the system truly operates.

Not All Findings Are Created Equal

Let’s clear something up: A missing signature is not the same as missing raw data. Effective auditors don’t just list findings, they prioritize them based on risk and impact by asking questions like:

  • Does this affect data integrity?
  • Can the study still be reconstructed?
  • Is this a minor slip or a systemic problem?

Because the goal of an audit isn’t to generate a long list; rather, it’s to generate insight that actually matters.

The Real Shift

Moving beyond the checklist doesn’t mean throwing it away. It means using the checklist … and then going further. It’s the difference between “Did I check everything?” and “Do I actually understand what happened here?” That shift turns auditing from a task into a skill – and from a compliance exercise into something genuinely valuable.

Final Thought: You’re Telling a Story (With Receipts)

At its core, a GLP audit is storytelling. You’re piecing together:

  • What was planned
  • What was done
  • What was observed
  • What was concluded

And then asking one critical question: Does the evidence support the ending (a compliant system)? The checklist might help you get started, but evaluating the evidence that determines what the story really shows? That’s up to you.

Looking for More Information on GLP Auditing?

If you’re looking to strengthen your approach to GLP auditing – from evidence evaluation to risk‑based thinking, and everything in between – ELIQUENT Life Sciences offers training and consulting services related to internal auditing, inspection readiness, and quality systems to support more effective, insight‑driven audits.

Our team is here to help. Contact us online
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