Before You Trust the Algorithm: a Quality Pro’s Guide to AI in the Laboratory
AI and automation are already reshaping lab workflows — often quietly, behind the scenes. This guide helps quality professionals take control, assess current tools, align them with compliance standards, and act with confidence. Don’t wait for formal guidance to lead. Start now.
A Problem Well Stated Post 4: Evolution of a Problem Statement
n small to mid-sized testing laboratories, a well-developed problem statement is the foundation of effective corrective action. This post explores how a problem statement evolves—from initial detection to a fully actionable plan—within the framework of ISO/IEC 17025. Rather than rushing to solutions, lab teams are encouraged to begin with a “concept statement,” a rough draft that helps focus investigation and align team understanding.
A Problem Well Stated Part 3: Building Problem Statements that Actually Works
In the third post of the A Problem Well Stated series, we introduce a practical framework—the 7-Question Matrix—to help lab teams write clear, focused problem statements. These statements guide investigations, reduce noise, and improve root cause analysis.
You’ll learn the difference between metadata thinking and root cause thinking, and why starting with what you know now leads to better outcomes. We also emphasize a critical mindset shift: problem statements evolve—they’re living documents.
Plus, we tackle a common mistake: blaming people instead of fixing processes. Protecting psychological safety leads to stronger teams and smarter solutions.
Bonus: Download our worksheet to apply the matrix in real time.
Try it now: Use the 7 questions to reframe one current issue. See what clarity emerges
Labhandler – a dream turned vision through an analogy
Lab quality coaching is more than a service—it’s a mindset. When I first registered LabHandler.com, I didn’t have a business plan. I just had a name that felt right. The term LabHandler captured something essential about the role of a quality professional in a...
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