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Why testing and analysis are the unsung heroes of process stability

Stable production is built on good chemistry control. Whether you’re working with resists, developers, plating chemistries or surface treatments, the performance of each material depends on consistency. When something drifts, even slightly, the effects can be felt across the entire line. Yet many of the factors that influence this behaviour are not visible to operators on the shop floor. They only become apparent when defects appear, yields begin to drop, or processes become unpredictable.  

Man pours blue liquid into a plastic container

This is why testing and analysis have become the quiet enablers of modern manufacturing. They provide the clarity that daily operations cannot always reveal and offer confidence that each stage of the process is performing as it should. In an industry where tolerances continue to tighten, lab-based insight has become indispensable.  

Why does chemistry testing matter more than ever?  

Chemistries used in electronics manufacturing are highly sensitive to small shifts in concentration, contamination, ageing, temperature and water quality. Developers based on potassium carbonate, plating baths such as acid copper, and many specialist chemistries all rely on tight process control to maintain predictable performance. 

These shifts are often gradual. Operators may spot signs such as inconsistent development rates, variation in sidewall quality, uneven plating, or unexpected residues. But without analytical insight, the root cause is difficult to isolate. That is where structured testing, using proven methods such as titration, pH and conductivity measurement, and additive analysis, becomes essential. 

Organisations such as the IPC highlight chemistry control as a key factor in stable manufacturing, with regular analysis recognised as an effective way to reduce scrap and maintain repeatability. 

What the laboratory sees that production cannot 

Laboratory testing allows manufacturers to understand the behaviour and condition of chemistries in ways that operator observation alone cannot achieve. While every organisation uses its own combination of analysis techniques, several methods are especially relevant for electronics and PCB production: 

  • Titrations provide accurate measurement of key constituents in solutions such as carbonate-based developers, etchants and plating baths, helping to track concentration changes over time. 
  • pH and conductivity measurements give a clear indication of how a solution is shifting during use, supporting consistent development behaviour and stable feed-and-bleed control. 
  • Carbonate and bicarbonate loading checks help assess how developer performance is changing as resist is processed, providing valuable insight into the balance of the solution. 
  • Cyclic Voltammetric Stripping (CVS) supports the monitoring of organic additives in acid copper plating baths, helping identify changes in brightener or leveler balance that influence deposit quality. 
  • Solids content testing offers a straightforward way to assess consistency in soldermask and certain liquid coatings where viscosity and film formation are critical.  
  • Wet chemistry techniques allow targeted investigation of contamination, ageing or unexpected changes in material behaviour. 

Together, these techniques provide objective, data-driven clarity, helping teams understand what is happening inside their chemistries rather than reacting to issues only when they appear on the production line. 

Turning data into stability 

Testing alone doesn’t resolve issues, but it provides the essential information needed to understand them. When paired with technical insight, laboratory findings help manufacturers build a clearer picture of their process stability.  

If additive balance begins to drift in an acid copper bath, CVS analysis highlights it long before it affects deposit quality. If solids content is increasing in a coating, adjustments can be made before viscosity becomes problematic. If resist development is changing over time, titration and pH data reveal whether carbonate concentration or bicarbonate loading has shifted, both of which influence the developing breakpoint. 

This visibility is what supports consistent quality. Instead of troubleshooting after defects appear, teams can monitor trends, maintain tighter control and anticipate changes. The result is more predictable production, fewer interruptions and greater confidence in long-term performance. 

The role of expert interpretation  

Laboratory data becomes most powerful when combined with real-world understanding. Someone must translate numbers and graphs into meaningful observations: how a shift might influence adhesion, whether a particular trend matches known patterns, or whether environmental factors need to be considered.  

This is where specialist knowledge adds value. Understanding the interaction between chemistry and equipment helps ensure that lab results are interpreted accurately and in context. Testing is not simply about identifying numerical changes – it’s about understanding what those changes may mean for product consistency, process reliability and waste reduction.  

As the industry continues to adopt higher-density features, tighter tolerances and more complex materials, the interpretive layer becomes even more important.  

Supporting long-term reliability  

Testing and analysis play an increasingly important role in supporting continuous improvement, regulatory awareness and sustainability. As regulations evolve, material compositions may need to change, and testing is essential for understanding how alternative chemistries behave.  

It also forms part of responsible manufacturing. Organisations are under growing pressure to demonstrate control, manage waste responsibly, and document the performance of materials across their processes. Analytical insight helps meet these expectations without interrupting production.  

Most importantly, testing supports long-term stability. Processes become easier to control, performance becomes more predictable, and teams have greater confidence in how materials will behave.  

Behind every stable production environment is a foundation of clear, reliable data. Testing and analysis turn unseen behaviour into actionable insight, strengthening consistency and helping manufacturers operate with confidence from lab to line.  

If you would like to explore how laboratory insight can support your processes, our team is here to help. Get in touch with our experts today.