Working Smarter, Not Harder: Using Data to Build Continuous Improvement

Mar 7, 2019

By Tammie Van Buren, Manager, Compliance, SQFI 

 In an effort to share how to learn to transform data into something that can drive informed decisions for problem resolution and continuous improvementI recently presented at SQF Global with Mr. Hiroya Sugimoto of AEON TopValu. 

The session began with my sharing the following quote: 

“Most of the world will make decisions by either guessing or using their gut. They will be either lucky or wrong.” 

Suhail Doshi, Chief Executive Officer, Mixpanel 

The quote to me sums up the answer to the question: “Why do we need to use data to make decisions?” You hear management teams talk about how good they are because their KPIs or key performance indicators are in the green each month or improved over last year’s information. They may measure themselves on the number of recalls, or the number of quality holds, the number of customer or consumer complaints.  There are any number of indicators used.  But just because you are in the green or improved over a year ago doesn’t mean that you are good. You may just be lucky. For those of you who are Clint Eastwood/Dirty Harry fans, maybe the real question to ask is: “Do you feel lucky?”  

Mr. Sugimoto and I dove into some useful ways to utilize data that will take out the guessing or relying on gut feelings. We looked at two key principles: understanding your data and transforming it into something useful.  We then summed up the session by showing how AEON TopValu uses SQFI data in their compliance management program.  

Through practical demonstrations on how to evaluate when data has been used in the past and is currently being used, we can peer into the future of SQF data analysis. By sharing the top nonconformances as examples, we  illustrated how using simple tools to help you better understand your data can improve your food safety and quality systems. 

If you missed the session, the recording is available on the SQF Global platform for attendees until November 30, 2020. If you were not in attendance at  SQF Global, you can obtain a November All Access Pass.

Recent Blog Posts

Edition 10 Takes Center Stage at SQF Unites

With the release of Edition 10, SQF Unites 2026 is the perfect place for the food safety community to collaborate, ask questions, and learn from the experts who shaped the Code.

SQF Excellence Crystal Awards
SQFI Announces 2026 Excellence Awards Finalists

The Safe Quality Food Institute (SQFI) is proud to recognize six outstanding professionals as finalists for the 2026 SQF Excellence Awards, with our presenting partner, Exemplar Global.

SQF Edition 10 Is Coming: What to Expect and How to Prepare

In early March, SQFI will release the SQF Edition 10 Code, marking an important evolution of the program shaped by extensive industry input.