3 Quality Dashboard Types to Consider for Quality Control in your Business

Manufacturing Quality Dashboard

Manufacturing is a quality-sensitive sector because defects of any kind (minor or major) can lead to expensive recalls or brand-name-damages due to unreliability. Picture critical things like wiring harnesses for cars, aeronautics, robotics, or medical devices. If these fail due to quality issues, the results could also be fatal. Manufacturing quality dashboards help to prevent such issues by giving manufacturers a window into monitoring KPIs like:

• Defect rates: This parameter indicates the percentage of products that have defects out of all the items produced. A manufacturing quality dashboard can present this as a line graph widget that shows the number of defects per batch or time (such as an hour). The X-axis can represent the production sequence as a time or batch factor, while the Y-axis can represent defect rate (defective units/total units x 100).
• First Pass Yield: This keeps track of the percentage of products that reach the finish line without needing any rework and meet all the required quality standards. It is basically an inverse of the defect rate because it is calculated as (good units/total units x 100), and can also be visualized in the form of a line graph.
• Overall Equipment Effectiveness (OEE): To get this figure, you have to incorporate performance, availability, and quality in your calculations, where performance is ((ideal cycle time x total count)/run time), availability is (run time/planned production time), and quality is (good units/total units). OEE is a percentage of all three ((P x A x Q) x 100). Generally, an OEE of 85% and above is considered world class, and it can be visualized as a speedometer gauge that runs from 0–100% and the needle pointing to the current OEE in real time.
• Scrap Rate: This factor measures the percentage of raw materials that are wasted during production. The dashboard layout can visualize this data using bar charts that compare the scrap rate history per day for a week or month history. This is critical for spotting trends or issues.
• Downtime: This factor gives a measure of how often machines are idle, which has an impact on production timelines and quality. Since this issue should be resolved immediately to resume operations, downtime tracking can be monitored using alerts or instant notifications to engineers and floor managers to troubleshoot the issue and get the machines up and running in the shortest time possible.

By keeping tabs on these metrics in real time, manufacturing quality dashboards help floor managers to track data at every production stage in real time and take corrective action immediately to maintain quality in the final products.

Software Development Quality Dashboard

In software development and IT, quality dashboards help to maintain high code quality and uptime so that the end user can get the best user experience. They help engineers to achieve these feats by keeping tabs on the following.

• Bug Rates: This KPI tracks the number of bugs discovered per 1,000 lines of code, and it can be visualized using a line chart that plots the number of bugs found and fixed in each build.
• Code Coverage: This gives a measure of how much of the codebase is covered using automated tests. It can be presented using a speedo-style gauge that points to the percentage of the current codebase that is covered by the tests.
• Release Stability: Gives the percentage of successful releases that have no major rollbacks or issues. This data can be visualized using a pie chart that showcases the percentage of successful vs. faulty releases using different colors, such as green and red, respectively.
• System Downtime: This tracks the system downtime duration during critical operations, and visualizing it is easy because you only need a counter that increments by one after any unplanned outage. This counter can be clickable to give more details about the outage duration and remedial actions taken.
• Customer Reported Issues: CRI gives a measure of the volume of quality related issues as reported by end users.

This visualized data helps development and operations teams to deploy and deliver robust software applications while minimizing bugs and downtime.

Customer Service/Retail Quality Dashboard

In customer service and retail sectors, quality dashboards are critical for highlighting customer satisfaction, service efficiency, and product returns. Some of the KPIs the dashboard visualizes include:

• Customer Satisfaction Score: CSAT measures the customer’s happiness level based on data gathered from post-interaction surveys. It is calculated as the number of satisfied customers (4–5 ratings on a 5-point scale) divided by the total number of responses multiplied by 100. The resulting percentage can be visualized using a gauge chart on the dashboard.
• Net Promoter Score: NPS indicates how likely customers are to recommend your product, data that is also gathered from post-interaction surveys. This can be visualized in different ways, such as by using gauge charts, divergent stacked bar charts, column charts, and trend lines.
• Return Rate: This gives a measure of the returned products compared to the total sold, and it can be presented as different bar charts, each highlighting the return rate by product category.
• Average Resolution Time: This tracks how quickly a customer service team resolves issues, which can be represented using a gauge to point to the average time taken.
• Order Accuracy: Highlights the percentage of orders fulfilled correctly the first time.

The goal of this dashboard is to ensure customer satisfaction is upheld to the highest level possible by identifying common issues and enhancing operational efficiency.

Wrapping Up

Overall, quality dashboards combine data from different sources in real time, such as feedback reports and production lines, then calculate the various KPIs and present them in easy to understand formats, usually charts, tables, and graphs. This helps to visualize complex data at a glance to inform on-the-spot decision making, identify trends, and identify potential quality issues before they get out of hand. If you need such quality dashboards for your business, SoftCircle can custom-make them to your liking to help improve your operations and customer satisfaction overall. Reach out to us for more information.