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Tightening data analytics

April 9, 2025

Tightening data analytics to limit recall management, 5 good reasons to get started!

In the ever-evolving world of manufacturing, leveraging data analysis and data collection services is no longer a luxury—it is a necessity. But why should you make the shift? Let’s take a real-world example with tightening data analytics to limit recall management.

Consider the case of recall management

In 2024, US automakers and suppliers faced over 800 recalls, affecting nearly 50 million vehicles." (NHTSA 2024 Annual Recall Report).

In 2016, automakers and suppliers faced nearly $11.8 billion in claims and set aside $10.3 billion for warranty accruals due to U.S. recalls. By 2017, the average number of vehicles recalled per vehicle sold was 3.1. The primary reasons for these recalls were a lack of visibility and end-to-end control in manufacturing operations globally. 1How to avoid Recalls in Manufacturing by AI Technology - QualityLine (quality-line.com)

US market - NHTSA 2024 Annual Recall Report

How Does the Tightening Procedure Impact Automotive Manufacturing?

With over 1,000 screws per vehicle, this step is critical and demands meticulous attention. Analytics tools can automatically assess torque deviations from predefined standards, helping to identify issues such as loose bolts, missing washers, or cross threads, which could lead to product failures. Early detection of these issues allows manufacturers to avoid large-scale product recalls, thereby conserving resources and safeguarding their brand reputation.

tightening data analytics

How can recalls be prevented? 

Among many solutions, one very interesting solution is to integrate and unify all tightening data into a single database, supported by a comprehensive automated analytics system, including data from suppliers. This unified approach facilitates: Better control, deeper insights and proactive problem-solving. Still not convinced. Let’s consider a concrete example.

Data analysis and data collection: the keys to a successful recipe! 🎂 Gâteau D’anniversaire Emoji

Imagine operating a bakery without utilising data-driven solutions. It's akin to baking a cake without a recipe. You might occasionally create a masterpiece, but more often, you'll encounter significant issues:

tightening data analytics

Without Data-Driven Solutions you will encounter:

1 - Unexpected Downtime: Your oven breaks down in the middle of a big order, leaving you with half-baked cakes and dissatisfied customers. Similarly, your tightening equipment malfunctions during production, causing delays and halting the assembly line.

2- Lower Quality Control: You only realise your cakes are too dry when customers start complaining, and by then, it's too late. In parallel, you only detect torque inconsistencies when defects are reported, leading to potential recalls.

3- Inefficiency: You spend hours trying to figure out why your cakes aren't rising, wasting ingredients and time. Likewise, you spend valuable time troubleshooting why certain components are not meeting torque specifications, wasting resources.

In essence, using data-driven solutions is like having a master chef guiding you through every step of baking, ensuring each cake is perfect. Similarly, in automotive manufacturing, data-driven solutions provide precise guidance for the tightening process, ensuring each screw is correctly fastened.

Solution exists! Discover a single database for the entire tightening process analysis

5 reasons to embrace tightening data analytics in your operations

1- Track production quality from day one

Tightening data analysis and data collection services allow you to monitor your production quality right from the start. With real-time data, your line engineers, quality engineers, and team leaders are continuously informed as issues arise. This immediate feedback loop helps your team make better decisions, solving problems swiftly and maintaining uptime.

Learn more on Tightening curve analytics

tightening data analytics with Demeter

2- Improve quality control

Utilising tightening data analysis and data collection services means you can enhance your quality control processes. Advanced analytics provide deep insights into your production, helping you identify and address potential issues before they escalate. This proactive approach ensures your products meet the highest standards. 

Product manager   “Tightening data analysis and data collection services are revolutionising the manufacturing industry by providing actionable insights that drive efficiency and quality. At Desoutter, we believe that leveraging data is key for our customers for staying competitive and future-proofing theirs operations.” Sebastien Lebret – Product marketing manager  

3- Reduce operational costs

By optimising your production processes with data-driven insights, you can significantly cut down on operational costs. Predictive maintenance and efficient resource management lead to fewer unexpected breakdowns and lower maintenance expenses, ultimately boosting your bottom line.

4- Seamless integration with existing systems

Modern data solutions are designed to integrate seamlessly with your current systems. Whether you’re using legacy equipment or the latest technology, data analysis and data collection services can adapt to your needs, ensuring a smooth transition and minimal disruption to your operations.

5- Future-proof your operations

As the manufacturing landscape continues to evolve, staying adaptable is crucial. Data analysis and data collection services offer scalable solutions that prepare your operations for future challenges and opportunities, ensuring you remain competitive in the long run.

Curious about how data analysis and data collection services can transform your manufacturing processes? Discover DeMeter by Desoutter – a solution designed to provide real-time insights, enhance quality control, and optimise your production.

Visit Desoutter’s DeMeter Solution to learn more about how data can revolutionise your operations.