The Better Way of Applying Benford’s Law for Fraud Detection

Applying Benford’s Law on large collections of data is an effective way of detecting fraud. In this article, we?ll introduce you to Benford’s Law, talk about how auditors are employing it in fraud detection, and introduce you to a more effective way of integrating it into an IT solution.

Benford’s Law in a nutshell

Benford’s Law states that certain data sets – including certain accounting numbers – exhibit a non-uniform distribution of first digits. Simply put, if you gather all the first digits (e.g. 8 is the first digit of ?814 and 1 is the first digit of ?1768) of all the numbers that make up one of these data sets, the smallest digits will appear more frequently than the larger ones.

That is, according to Benford’s Law,

1 should comprise roughly 30.1% of all first digits;
2 should be 17.6%;
3 should be 12.5%;
4 should be 9.7%, and so on.

Notice that the 1s (ones) occur far more frequently than the rest. Those who are not familiar with Benford’s Law tend to assume that all digits should be distributed uniformly. So when fraudulent individuals tinker with accounting data, they may end up putting in more 9s or 8s than there actually should be.

Once an accounting data set is found to show a large deviation from this distribution, then auditors move in to make a closer inspection.

Benford’s Law spreadsheets and templates

Because Benford’s Law has been proven to be effective in discovering unnaturally-behaving data sets (such as those manipulated by fraudsters), many auditors have created simple software solutions that apply this law. Most of these solutions, owing to the fact that a large majority of accounting departments use spreadsheets, come in the form of spreadsheet templates.

You can easily find free downloadable spreadsheet templates that apply Benford’s Law as well as simple How-To articles that can help you to implement the law on your own existing spreadsheets. Just Google “Benford’s law template” or “Benford’s law spreadsheet”.

I suggest you try out some of them yourself to get a feel on how they work.

The problem with Benford’s Law when used on spreadsheets

There’s actually another reason why I wanted you to try those spreadsheet templates and How-To’s yourself. I wanted you to see how susceptible these solutions are to trivial errors. Whenever you work on these spreadsheet templates – or your own spreadsheets for that matter – when implementing Benford’s Law, you can commit mistakes when copy-pasting values, specifying ranges, entering formulas, and so on.

Furthermore, some of the data might be located in different spreadsheets, which can likewise by found in different departments and have to be emailed for consolidation. The departments who own this data will have to extract the needed data from their own spreadsheets, transfer them to another spreadsheet, and send them to the person in-charge of consolidation.

These activities can introduce errors as well. That’s why we think that, while Benford’s Law can be an effective tool for detecting fraud, spreadsheet-based working environments can taint the entire fraud detection process.

There?s actually a better IT solution where you can use Benford’s Law.

Why a server-based solution works better

In order to apply Benford’s Law more effectively, you need to use it in an environment that implements better controls than what spreadsheets can offer. What we propose is a server-based system.

In a server-based system, your data is placed in a secure database. People who want to input data or access existing data will have to go through access controls such as login procedures. These systems also have features that log access history so that you can trace who accessed which and when.

If Benford’s Law is integrated into such a system, there would be no need for any error-prone copy-pasting activities because all the data is stored in one place. Thus, fraud detection initiatives can be much faster and more reliable.

You can get more information on this site regarding the disadvantages of spreadsheets. We can also tell you more about the advantages of server application solutions.

Check our similar posts

Field service and improved visibility

A manager is someone who has control over a company. They are given the responsibility of overseeing what the company does and making important decisions. The manager is the most important person in the empire and needs to be in the know at all times. Not what happened a day ago but in real-time and from any place.

Information is necessary for this to happen. It needs to be concise, brief and straightforward. Ideally, access to job status, location information, customer information, notifications and location information should be on the palms of their hands.

To sum it all up, there should be fluid communication among personnel in the field. Information should be accessed easily from one place as it flows to another to maintain steady two-way communication. This is possible with automation meaning that no amount of data will be left unseen or unused because of paperwork that was never handed over or looked into, reducing the chance of misinformation or missing information to a minimum.

Ways improved visibility will help your business through Field Service

Organisations using field services will agree that improved visibility has more business benefits and the real question is what aspect needs improving rather than discussing the benefits.

Real-time visibility

Managers need to be in the know from anywhere at any time. The manager needs information about the company. The need not to be physically present to have an idea of what’s going on. They should know everything at all times, from what was planned for the day to real-time events.

All this information should be easily accessed from one central point and should contain everything about the company and other relevant information.

Extending the back office into the field

This two-way communication is virtually irreplaceable. At any time, the information should flow among technicians in the field and those in the back office. This will help to have a better idea of how to manage the workload and come up with solutions to some work-related issues.

Everyone in the team should be informed and be up to speed about real-time events. Keeping everyone updated improves visibility because they can make updates and decisions based on the kind of information they get.

No more lost paperwork

Managing paper trail can be quite a hassle for organisations. With tons of workload, there can be many delays meaning that some information might be missed or forgotten. People might also choose not to turn up for work for days on end and can affect how much info is processed. Some work can be left undone, and work not invoiced.

When organisations use field service management services, information is fed only once and everything else is done automatically. Say goodbye to lags or relying on last month?s data. Work will move faster because people will have more time to focus on important things rather than chasing an endless paper trail.

Business intelligence

Field service management technology will let you know what is being done in the field and with such an abundance of data, will make sound decisions for the business.

Every decision is hinged on cold facts. Information needs to be easily accessed and filtered into the right categories so that sound business decisions are made from the collected data.

Growing revenue

The abundance of real-time information and improved visibility can determine whether a business will grow or not. Each piece of information can show trends that are critical for any business to improve. Trends show how each sector is doing and sheds more light into specific areas that need a total overhaul. This may include improving customer service, products on retail or hiring more technicians.

Without information, a company is one step closer to going out of business. Every action should be geared to increase the revenue and this starts by making the right choices.

Visibility when working offline

Working offline is an issue that can affect visibility. Sometimes agents will need to work in areas that have little network coverage or are deep down working in tunnels or are around heavy machines and turbines. Field service solutions are built for the mobile environment and for workers who may find themselves in non-connected areas so that they can still use their device while offline. This makes sure that there is no loss of information while working in-field

Time-saving

Certainly, business is constrained to its environments and if the demand changes it should prove to be flexible enough to adjust to changes as they happen. Field service solutions operations like schedule need to update instantly. Once activities start rolling, nothing should create lags in the schedule so that operations flow seamlessly at all time.

Field workers can then make updates and document changes easily on the job site directly on their device by using responsive site menus, drastically saving time while feeding data and complete orders.

Improved customer service

It is not a clich? to say that the customer is always right. With real-time information, both field service and back-office technicians can improve customer relations and satisfaction. With a unified system of sharing information like the ERPs and CRMs, the field officer can know more about specific clients, their history and other data to know more about what should be done in current and future orders. This means that better decisions will be made for each customer.

How improved visibility benefits different parts of the organisation

Improved visibility in all areas of the business makes information more accessible. Here are some of the benefits that various sects of a business can get from improved visibility.

? The business owner
The manager owns the company and can access all information with just a single tap. A lot of data can be used to analyse the health of the venture. This includes revenue, inventory, customer surveys, employee hours, invoices and customer data.
Profitability is increased by putting more emphasis on customer satisfaction and improving the quality of end products and services.

? The service manager
The service manager can see what is going on in the field in real-time, and look into measures that can improve the productivity of staff members in various departments.
And with workflow automation, time-saving is at the maximum because there is less paperwork consequently improving scheduling and job completion rates.

? Service administrator/ dispatcher
For the team in the office, they can assign tasks faster. Scheduling is automatically done and updated in real-time. It eliminates the need for paperwork and leaves more time to be productive on other errands.

? The field technician
Improved visibility for a field worker means that they can do their best in any task. They can share or get critical information about orders and customers. This drastically improves job completion rates and customer satisfaction.

? HR
Live information can be used to track certain orders, the time it takes to complete orders, and the number of staff required in the organisation. Such data can be used in HR to reduce payroll errors and erroneous overtime costs.

? Finance
Field service management software can also benefit the finance team by automation of invoices. A work order can be tracked from start to the end and invoiced immediately to retain faster payments. Relevant data can be used to track revenue and expenditures, and costs.

Real-time visibility gives a company many solutions to manage the workload. In the end, visibility is also useful in increasing revenue and a smooth transition of information for the company.

Top 3 reasons to get into Multi-Channel Retail

Multi-channel retail, which nowadays understandably includes online channels, is something you just have to do this year. Every single day you put off doing it, the competition gobbles up market share that should have been yours. There are a number of reasons why even successful retailers are now going into multi-channel retailing. Here?s three of the most important ones.

1. You’ll get a BIG jump in sales

Not counting this year, which could be getting a big boost from major activities like the Queen?s Diamond Jubilee and the 2012 Olympics, sales of UK retailers have been experiencing tremendous growth particularly from their online channels. Already two years ago (2010), a number of UK retailers boasted significant increases in sales as a result of multi-channel retail initiatives. These retailers included:

Argos, which got a whopping ?1.9bn from multichannel sales back then;
House of Fraser, which reported a 150% jump in its online sales in just 6 months; and
Debenhams, whose profits rose by 20%

There were many others. Now, the reason I?m showing you 2010 figures is because online retail sales increased by 14% in 2011 and those same businesses still added to that growth. So, if only you had enough foresight and started expanding your business to the Web two years ago, you could just imagine what your sales would have been today.

The good news is that, it’s not yet too late if you start now. Here?s why…

2. Those numbers are going to keep on growing

We’re getting all sorts of predictions from leading researchers regarding the possible growth of the Internet economy. All these predictions have one thing in common. They all have a positive outlook. The Boston Consulting Group (BCG), for instance, predicts an average growth of no less than 10% per year in the G-20 nations.

3. Most online retailers aren’t doing it right yet

Although many retailers have already started bringing their business to the Web, most of them are doing it the wrong way. For example, many of them fail to integrate their offline and online channels. This is a serious shortcoming because it leads to customer dissatisfaction.

When a customer goes to your website and sees something he likes, you wouldn’t want him to drive all the way to your store only to find out that the item isn’t available there or, if the item is there, that it isn’t priced as he expected. The lack of multi-channel integration is very common among multi-channel retailers.

These inadequacies are actually good news because it means there are still many areas you can improve on. After improving on them, you can then highlight those areas as your key differentiators.

If you’re still looking for more reasons on why you should go into multi-channel retailing, read this post:

“5 Numbers Showing Why the Time to Invest on eCommerce in the UK is Now”

Contact Us

(+353)(0)1-443-3807 – IRL
(+44)(0)20-7193-9751 – UK

Successful Engineer Communication With FieldElite

Technological innovations have been on the rise in the recent past. Our news media are awash with new technologies that are being released in almost every industry. From smart buildings to sophisticated gadgets, every industry has a technological invention to flaunt.

One area in which technology has blossomed is the field service. In the field service management, things have moved a notch higher. Right from communication, document management, monitoring and evaluation, to information storage, nothing remains where it was a couple of years ago. You no longer have to carry clipboards around to do your inspections or pile files in the office. You no longer have to wait for your field service employees to return to the office before you can receive reports. By using a field service management software like FieldElite, you have it all done at a click.

With FieldElite, you’ve got everything under control right from the comfort of your office. Provided you’re doing what you need to do and posting updates using the app, the rest will fall into place. Your employees will receive updates from you and vice versa. If there is a client who needs attention, they can easily issue a request through the app and the next available field service officer who?s within proximity will pick it up and attend to the customer?s needs.

Everything is just a click away. Sounds great, right?

FieldElite is a robust field service management software that’s packed with a wide array of tools meant to simplify communication between the office and the field service employees. With FieldElite, you can reach all your engineers at one go.

Below are a few of the communication features that make FieldElite the software of choice when it comes to field service management.

Simplified Communication

It’s very important to stay in touch with your engineers in the field to monitor the ongoing activities. For this reason, you need to choose a platform that doesn’t complicate the process. You don’t want important information to reach your team late. That would drag your activities.

Fast and effective communication is, therefore, very key in field service. FieldElite has consequently been made to simplify communication in the field service. Its simplicity can be compared to the usual consumer messaging apps. On the back-end, however, there are very many complex procedures executed through refined algorithms meant to process information and generate instant reports for engineers, supervisors, and the rest of the company team members.

With the FieldElite app, communication is as easy as dropping a message in the team members? inbox. Again, the app?s communication system is centralised and, thus, every communication trail is easily retrievable. You don’t need different apps for messaging, audio and video calling, and document sharing. You have it all in FieldElite. Simply put, FieldElite is an all-in-one field service management tool that ropes in all essential digital modes of communication.

But what’s the benefit of having all work-related communication in one place?

With an all-in-one communication platform like FieldElite, you’ll cut down on wasted time and field tech frustration. Again, any urgent information will reach your engineers on time, and none of them will be left out. What’s more? With effective communication, expect the performance of your team to shoot up.

Consistent Communication

Field technicians, in this case engineers, need to be kept on toes to get the job done. You can only achieve this by communicating with them more often. Therefore, you need a field service management platform that can offer you that. Most field service management software facilitates constant communication with team members in the field. Even so, not all are as good as you expect. So, you’ve got to be a bit more critical when choosing a field service management software for your business.

A good field service management software is one that enables you to regularly check in with field techs to make sure that they have everything they need. With FieldElite, you can achieve more than this. FieldElite app allows you to communicate with your engineers from time to time through messages, calls, or shared documents. Again, the team gets information at the same time.

So, how important is regular communication with your business?

Keeping in touch with your team members in the field helps you build strong relationships with them. Additionally, you can easily spot areas that need improvement that otherwise could have been hidden from your viewpoint. What’s more? Employees feel valued when you check on them from time to time. As a result, this will boost their overall productivity, which contributes positively to the well-being of your business.

So, take your business to another level by making use of FieldElite communication tools to reach out to your engineers at any time.

Two-Way Communication

Communication in field service can only be successful if you can get feedback from your field techs. As such, the field management software should make it easier for your engineers to notify you of anything that needs urgent attention. With the FieldElite app?s communication features, your engineers can give you real-time updates from any device. The app is compatible with any android device, and, therefore, the field techs can use their smart handsets to communicate important information.

The messaging and calling features are easy to manipulate, and with a little training, anyone can use them easily. Again, FieldElite allows you to make group calls or send many messages at the same time. Therefore, in case you?d like to talk to the entire team, you can choose to make a group call or send out bulk messages.

Real-Time Updates

With FieldElite, you don’t need to wait until you meet your team to communicate any changes. You can notify your team on any work-related changes anytime, and as many times as is necessary. The good thing about FieldElite is that the information reaches all your engineers instantly and at the same time. Provided there?s strong network coverage, you’ll not have to deal with delayed communication. Again, your field techs can always get back to you in case they need clarifications on some matters.

Timely updates are very necessary for field service management. Field techs that get real-time updates tend to be more productive than those who get information late. At least they can make necessary changes on time to avoid wasting time on tasks that aren’t urgent. Therefore, make use of FieldElite communication features to keep your engineers updated.

Would you like to take your business to another level? Well, it’s time to improve communication with your field techs. Get the FieldElite android app for successful communication with your engineers.