The short answer
Track a small set of measures that lead to decisions: right-first-time, repeat deviations, CAPA on time and effective, complaint rate, batch release lead time and the cost of poor quality. Give each an owner, a target and a trigger for action.
Many quality teams report dozens of metrics every month. Few of those metrics change anything. When a monthly pack runs to thirty slides, leaders skim it, the important signals get lost and the team spends days compiling data nobody uses. Fewer, better KPIs make faster decisions.
These six measures give most life sciences manufacturers a clear view of quality performance:
The measures above are mostly lagging: they tell you what has already happened. Add one or two leading indicators that warn you earlier, such as:
When leading indicators turn red, you still have time to act before the lagging numbers move.
“Twelve metrics people act on beat fifty that fill a slide deck.”
Craig Jacobs, Founder and Chief Momentum Officer, Affirm8
A metric earns its place only if someone acts on it. For each KPI, agree:
Review the list every year. If a metric has never changed a decision, drop it.
You don't need a new BI platform to start. Most of the data sits in your eQMS, ERP or spreadsheets. Agree one source for each metric, automate what you can, and build a simple one-page dashboard. Once the metrics prove their value, investment in better tools is much easier to justify.
Expect some resistance to dropping familiar metrics. Keep the retired ones available in the background for a quarter if it helps. In most cases nobody asks for them, which is the clearest sign they were not needed. The time saved on compiling reports can go into acting on the ones that matter.
The best quality dashboards are short, current and owned. When every number on the page has a named owner and a clear trigger, leadership stops asking what the numbers mean and starts asking what to do about them. That is when metrics start to earn their keep.
Right-first-time is the percentage of batches or units produced and released without any deviation, rework or re-testing. It is a widely used measure of process capability and quality performance.
Most sites work well with six to twelve. Enough to show performance and risk, few enough that leaders read and act on every one.
Affirm8 helps quality and operations leaders across pharmaceuticals, supplements, medical devices and cosmetics choose the metrics that matter, build decision-ready dashboards and turn management review into a regular decision-making forum. Start with the free Always Audit-Ready Diagnostic at affirm8.co.uk.