The Value Of Data: A Guide To Informed Decision-Making

Valerio Barbera

What is the value of data?

That is a huge question.

I could go down so many different rabbit holes and make nuanced points about why data’s valuable.

At a very high level the value of data is that it lowers your level of uncertainty when it comes time to make a decision or solve a critical problem. 

Linking data to its contribution is the simplest method to estimate its importance.

The degree of inherent risk can frequently be used to determine its worth: More risk is equal to More value. A huge danger also suggests that data will be valuable in proportion.

Data Use Cases Overtime

This representation describes the value of the data over time.

The initial part of this curve, towards the RealTime, Seconds, or Minutes zone, is where the maximum value is expected from the monitoring tools. Because in this area errors and bottlenecks can generate significant losses for the business, and it is necessary to act quickly.

Monitoring data allows you to spot problems and fix them immediately. It’s like having a watchdog that looks for issues that might affect the company’s operations or decision-making.

Personally, I don’t agree with describing a loss of value of data over time, because in my opinion the purpose for which the data is used actually changes, but that doesn’t make it less valuable.

However, I preferred to use this chart anyway because it is the most common representation of this concept.

As data ages, we tend to use it more for planning or trend monitoring purposes, rather than for day-to-day work. But they remain critically important for decision making.

Bugs can still occur

Monitoring helps you assess if progress is made achieving expected results, spot bottlenecks, or highlight whether there are any unintended effects after any release.

No matter how great your code is, or where you deploy the application, bugs can still occur.

The big question is who discovered the bug. Is it you or your customers?

If the customer gets impacted by the issue it can rate our work as unreliable and could begin exploring other options. However if you are equipped with the right tool you can find those bugs yourself and fix them before they create problems to the customers, providing a fantastic service experience.

Fix Bugs On Autopilot

When an error occurr after a delivery cycle Inspector not only alerts you with a notification, but also creates a pull request on your GitHub repository to automatically fix the error.

Now you are able to release bug fixes after a few minutes the error occurred without human intervention in between. Learn more on the documentation.

Are you responsible for application development in your company? Monitor your software products with Inspector for free. You can fix bugs and bottlenecks in your code automatically, before your customers stumble onto the problem.

Register your account or learn more on the website:

Related Posts

Logging Database Queries with Eloquent ORM and Laravel – Fast Tips

Having a more clear understanding of what your application really does during its execution is an increasing necessity. Logging database queries is one of the most common needs because of the large use of ORMs. More and more abstraction layers are becoming available in modern web applications. Although they are so important for speeding up

Laravel Http Client Overview and Monitoring

Laravel HTTP client was introduced starting from version 10 of the framework, and then also made available in all previous versions. It stands out as a powerful tool for making HTTP requests and handling responses from external services. This article will delve into the technical foundations of the Laravel HTTP client, its motivations, and how

Laravel Form Request and Data Validation Tutorial

In this article I will talk about Laravel Form Request to send data from your application frontend to the backend. In web applications, data is usually sent via HTML forms: the data entered by the user into the browser is sent to the server and stored in the database eventually. Laravel makes it extremely simple