The blog
Compliance, skills capture and industrial training: concrete answers to the questions your quality, production and training teams are asking.
The standard sets no number of procedures, in any of its seventeen chapters. Why “the more I write, the better I am covered” is a costly misreading — and what documentation must actually guarantee.
Read the article →Evidence of effectiveness, not evidence of volume. The risk-based approach, competence evaluated rather than signed off, and the corrective action that must not degrade something else.
Read the article →A CAPA is not closed, it is evidenced. The four requirements in order, why “closed on time” is the wrong indicator, and what an effectiveness criterion must contain.
Read the article →“We cannot touch that, it’s GMP.” The guide says the opposite: ICH Q9 asks for effort commensurate with risk. Where the line between simplifying and deviating actually runs.
Read the article →An exhaustive procedure is not a compliant one. Writing from the task, separating the stable from the variable, and the four contents to move out of the document.
Read the article →They always stop just before the answer implicates an organisational decision. “Human error” is an observation, never a cause — and the test that proves it in one question.
Read the article →A third of one pharmaceutical site’s deviations came from its own document system. The three real causes, the three levers, and the indicator almost nobody calculates.
Read the article →It clears with reinforcements, then it returns. A queue says one thing only: what comes in exceeds what goes out. Treat both, in the right order.
Read the article →Smoothing things over is the riskiest strategy. The two questions an inspector asks themselves, and the four weeks that change the outcome.
Read the article →A tool that creates no GxP record triggers neither validation nor audit trail. Your IT department’s four questions, and their short answers.
Read the article →Outsourcing a quality activity never transfers responsibility: the GMP chapter on outsourced activities is explicit. Four engagement models, four situations.
Read the article →What exposes you on inspection is not the removal, it is the missing file. Withdrawn is not erased, and the four items that make a reduction defensible.
Read the article →Revised 52 times or frozen for 15 years: over-revision and fossilization share the same cause. Why your procedures age badly, what it costs, and how to take back control.
Read the article →The problem isn't the content, it's the format: a bloated medium costs too much to maintain. How to keep knowledge current without blowing up costs — structure first, then streamline training.
Read the article →Testing every 30 minutes out of habit needlessly bloats the batch record when the process is capable. The method for scaling IPC to risk — backed by 0 OOS/OOT over 3 years.
Read the article →A capable, stable process doesn't drift between two checks. Cpk, cross-referenced with deviation history, provides objective grounds for streamlining — without degrading compliance.
Read the article →A standardized framework to give control some breathing room: sample less when history is good, tighten up when it deteriorates. Streamline to the right level of risk.
Read the article →80 projects, 50 people, no visibility: date-based management collapses. Goldratt's critical chain applied to analytical development — managing by aging work-in-progress.
Read the article →~€40M/year in cost of ownership, 30% of authors = 80% of edits, expired documents in circulation: what a DMS data analysis reveals before you simplify.
Read the article →Some OOS results stem from analyst error — and the most exposed are new arrivals. Address the root cause with skills-based onboarding.
Read the article →Who can do what, and with what level of autonomy? The matrix reveals critical gaps, targets training and prevents human error.
Read the article →Batch record review is the real bottleneck: 51 days of waiting, 10% flow tension. How to rethink the flow and collapse the release time.
Read the article →Digitalize the batch record without waiting for a multi-million-dollar MES: a pragmatic, validated eBR that's data-integrity compliant.
Read the article →13 corrections per batch? Bring quality assurance closer to the product and move to a risk-based review: decide fast, without compromising on compliance.
Read the article →800 documents simplified, more than 50% less volume: the method to rationalize SOPs and work instructions at scale, sustainably.
Read the article →A completed training isn't enough. A look back at 200+ Gemba walks conducted at a pharmaceutical site in northern France: method, 3 levels of autonomy and concrete results.
Read the article →Data integrity goes off the rails at the system's edges: Excel exports, manual corrections, incomplete protocols. The ISI rule makes ALCOA applicable in the field.
Read the article →Micro-learning + hands-on practice + routine: how to train nearly 1,000 people on GMP without a classroom, and make the skill stick at the workstation.
Read the article →QC workload up +56% in a year? The method to streamline raw-material and packaging-component controls through risk analysis, without degrading compliance: 3 indices, one decision grid.
Read the article →Rely on the supplier's certificate of analysis instead of re-testing everything: qualify, rate the risk and delegate incoming controls, while staying GMP-compliant.
Read the article →Testing workload climbs faster than volumes (+76% in verification). Before hiring: measure, segment by risk, decide. The management framework.
Read the article →Not all certificates are equal. We explain what makes a training record genuinely auditable during an inspection, and how to build it.
Read →80% of know-how stays in the heads of a few experts. How do you make it transmissible before it walks out the door? Method and concrete levers.
Read →Short modules, segmented by persona, brain-friendly: what micro-learning really changes for retention and application at the workstation.
Read →Let's talk about capturing your teams' critical know-how.
