“Big Data is Dumb Data.” That phrase has really stuck with me over the past few years. Before I joined Sokolis, I spent a number of years at a company called ALC within the direct marketing industry. I recall the Chairman, Donn Rappaport, came up with that phrase as Big Data proliferated throughout the marketing industry.
The point of his observation was simple; although technology has enabled us to collect so much data now, does having vast amounts of it really make us any smarter? It really doesn’t, unless someone is looking at it, interpreting what it says and driving the necessary actions to generate value from it.
After attending the ATA’s MC&E conference in Orlando recently, and having the opportunity to stroll through the aisles of the exhibit floor, I realized just how much Big Data has impacted the transportation industry. There are so many companies now offering technology solutions which gather almost every imaginable piece of data generated by the vehicle and driver.
That data can even be sent to you in real-time so you can have volumes coming at you all of the time. The same goes for the fuel card vendors who have been on the data scene much longer. They now provide more data than ever about fueling transactions.
Undoubtedly, there is value that can be sifted out of the information, but when companies decide to invest in the products and services that generate the data, they should also consider the time required to digest and interpret it. Without the analytical resources required, the data might just flow into an overstuffed email boxes of someone struggling to keep up with their “primary” job responsibilities.
Maybe the reports will get a quick glance and a sign-off, but will an appropriate effort be made to review the information, fully understand it and make informed decisions for the future?
The same situation is common for fuel management programs. There is a significant amount of data that can be made available for fleet fueling transactions. And, this information can be used to drive substantial savings to a company’s bottom line. Many companies have negotiated good deals on diesel fuel prices and set up a fuel card program.
They can take pride in those accomplishments, but it is often followed by the mistake of not carefully looking at the data generated by these programs on a regular basis. For a large fleet, there may be tens of thousands of fueling transactions per month to be analyzed.
Procedures must be establish to continually audit and reconcile the data contained in invoices and reports. Unfortunately, it is a common problem to hear about companies not reviewing the data and being exposed to the risk of overpaying for fuel.
A fueling transaction has basic pieces of data like the number of gallons and cost per gallon, but there are other elements that can be gathered which are useful. In particular, odometer readings are very important, and not just for monitoring maintenance intervals.
As an example, maybe your company has negotiated a great deal for diesel fuel and even set up a process to verify the fuel prices every day, but the expected savings could be wasted away by excessive idle times. Just looking at odometer readings, or even an MPG calculation, won’t tell you what is really going on. Someone has to really analyze the data, spot the problem and then pursue it with operational personnel to determine what is really happening.
Then, strategies can be developed to improve the situation. The data can’t do it by itself so having large amounts of data won’t help either.
So before you or your company goes out and acquires new technology or implements a new program designed to collect data with the intent of saving money, be sure to also consider whether you have the adequate resources and expertise to analyze the data. Remember, Big Data is Dumb Data. It’s really all of us that make it smart.
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