Storytelling with KPIs: Turning Numbers into a Safety Narrative
- M. DuBose
- 4 days ago
- 4 min read
What is a KPI (Key Performance Indicator) and How Does It Connect to Food Safety?A KPI is a measurable value that shows how well a process is working. In food safety, KPIs help us see if our programs are doing what we expect them to do. They give us a way to check progress, spot problems early, and guide decisions with facts instead of assumptions.
Good KPIs are simple, clear, and tied to real activities on the floor. They should help a team understand whether their daily work is protecting the product and the consumer. When a KPI is chosen well, it becomes a tool that supports training, communication, and accountability.
Examples of common food safety KPIs include environmental monitoring results, allergen changeover accuracy, sanitation findings, foreign material incidents, and supplier performance. Each one tells a small part of the story. When we put them together, we can see the health of the entire system.
Debby Newslow often reminds people that numbers do not fix problems. People do. KPIs help us understand where to focus our efforts, but the real value comes from the conversations that follow.
Data can be powerful, but only if people understand what it means. Many food safety professionals collect KPIs because they are required to. The challenge is turning those numbers into a message that motivates teams and earns support from leadership. When we treat KPIs as part of a story instead of a spreadsheet, they become tools that help people take action.
Why Does Storytelling Matters? A chart alone rarely changes behavior. People respond to meaning, not math. When we explain what the numbers represent, we help others see the impact of their work. A good KPI story connects the data to the process, the process to the people, and the people to the purpose.
Teams want to know why something matters. Leadership wants to know what the data tells them about risk, resources, and long‑term stability. Storytelling bridges those needs.
How to Build a Safety Narrative from KPI Data
A strong narrative has three parts:
What the number shows
Why it matters
What we are doing about it
This keeps the focus on learning and improvement instead of blame.
Example of a clear narrative: “Our allergen changeover accuracy improved from 92 percent to 98 percent this quarter. This means our training and verification steps are working. We still have a few misses during busy production days, so we are adding a short refresher at the start of each shift.”
This is simple, honest, and focused on the process.
Example of a confusing narrative: “Our allergen KPI is trending upward. We need to stay vigilant and continue to monitor performance.”
This tells the listener nothing. There is no context, no meaning, and no direction.
Choosing KPIs That Tell the Right Story. Not every number is helpful. A good KPI should be tied to a specific activity that protects the product. It should be easy to measure and easy to explain. If a KPI takes more time to calculate than it does to act on, it is not serving the team. If you can’t measure it, you can’t promote, monitor, and improve it.
Examples of strong food safety KPIs:
Percentage of sanitation inspections completed on time
Number of environmental monitoring hits by zone
Allergen label accuracy
Foreign material incidents per month
Supplier nonconformance rate
Each one points to a real process that people can influence.
Good and Bad Examples of KPI Communication
Good Example: Environmental Monitoring: “We had three zone‑two hits this month. All were found near the slicer area. The team responded quickly and follow‑up swabs were clean. We are adjusting our sanitation focus in that area and reviewing equipment design with maintenance.”
This shows awareness, action, and learning.
Bad Example: Environmental Monitoring: “We had three positives. Corrective actions were taken.”
This leaves the team guessing. It also gives leadership no insight into risk or trends.
Good Example: Foreign Material: “We saw a rise in plastic fragments during the last two weeks. All incidents were linked to the same type of container. We switched suppliers and added a quick visual check at receiving. Incidents dropped to zero.”
This tells a complete story with a clear cause and solution.
Bad Example: Foreign Material: “Foreign material is up. We need to be more careful.”
This creates frustration because it gives no direction.
Helping Leadership See the Bigger Picture: Leaders want to understand how KPIs connect to risk, cost, and customer trust. When we present data with a story, we help them see the value of investing in training, equipment, or staffing.
A helpful approach is to show:
What the trend is
What the team has already done
What support is needed to keep improving
This builds confidence and encourages partnership.
KPIs are not just numbers. They are signals that help us understand how well our food safety system is working. When we turn those signals into stories, we create a shared understanding that supports improvement, communication, and trust.
This is how we move from reporting data to building a culture that protects the consumer every day.