Are Master Data Management and Hadoop a Good Match?

Master Data is the critical electronic information about the company we cannot afford to lose. Accordingly, we should sanitise it, look after it, and store it safely in several separate places that are independent of each other. The advent of Big Data introduced the current era of huge repositories ?in the clouds?. They are not, of course but at least they are remote. This short article includes a discussion about Hadoop, and whether this is a good platform to back up your Master Data.

About Hadoop

Hadoop is an open-source Apache software framework built on the assumption that hardware failure is so common that backups are unavoidable. It comprises a storage area and a management part that distributes the data to smaller nodes where it processes faster and more efficiently. Prominent users include Yahoo! and Facebook. In fact more than half Fortune 50 companies were using Hadoop in 2013.

Hadoop – initially launched in December 2011 ? has survived its baptism of fire and became a respected, reliable option. But is this something the average business owner can tackle on their own? Bear in mind that open source software generally comes with little implementation support from the vendor.

The Hadoop Strong Suite

  • Free to download, use and contribute to
  • Everything you need ?in the box? to get started
  • Distributed across multiple fire-walled computers
  • Fast processing of data held in efficient cluster nodes
  • Massive scaleable storage you are unlikely to run out of

Practical Constraints

There is more to Hadoop than writing to WordPress. The most straightforward solutions are uploading using Java commands, obtaining an interface mechanism, or using third party vendor connectors such as ACCESS or SAS. The system does not replace the need for IT support, although it is cheap and exceptionally powerful.

The Not-Free Safer Option

Smaller companies without in-depth in-house support are wise to engage with a technical intermediary. There are companies providing commercial implementations followed by support. Microsoft, Amazon and Google among others all have commercial versions in their catalogues, and support teams at the end of the line.

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7 Challenges Facing Mobile Field Service ? And Overcoming them with FSM Solutions

Managing a mobile workforce comes with its set of challenges. There are multiple coordination levels, administrative hurdles when distributing tasks amongst your employees, the need to meet your customers? expectations, whilst still operating profitably. Your goal is to rake in more revenue, while striking a balance between the number of employees and the quality of the service being rendered. Under utilisation of the company resources may be misinterpreted to mean that you need more employees- which will affect your bottom line. Repeat visits with older jobs affect the response time for new client appointments. Clients get frustrated when their needs are not met on time. Remember that, for your client, their priority is getting their issue sorted- be it that pipe leak, electrical fault, damaged gas valve, or window installation completed on time. Administrative challenges on your end will simply come off as excuses, costing your brand dearly. The different fields share similar challenges- from utility firms, pest control, installation and repair services such as with plumbers and electricians, those running residential and commercial window cleaning companies, to property managers in charge of different buildings. Here are some of the obstacles faced:

1. Coordinating your team

Running things from the office can get hectic when your technicians are out on ground, and clients are at different locations. From appointments being delayed because the workers met traffic on their way, those calling in sick and requiring you to find replacements on short notice, clients who cancel appointments without notice- they all present a logistical nightmare. There is also the need to have a skill-based task distribution in place. Here, the focus is on getting the right technician for the job, not someone who has simply “dealt with it before as they helped their colleagues on a similar job“. With your firm having different personnel, you want to ensure that you spend the most appropriate technician to your client. This also aids the employees themselves, by increasing their morale as they will be dealing with tasks that they are particularly adept at, score you a high first-time fix rate, and avoid having to do follow up visits to resolve issues that were not properly addressed the first time round. 

Capterra undertook a field service software survey, which showed that 82% of organisations adopting FSM solutions saw an increased rate of first-time fixes, and a 90% rise in actual conversations from quotes.

Capterra

How field service job management software impacts businesses. Source: Capterra

 Follow-ups tend to cost extra with the additional dispatch, and take away your fiend agents from the work that had been scheduled to be handled. Resolving these logistical issues with traditional approaches can be problematic, especially with all the paperwork involved. In fact, let’s delve into that.

2. Mounds of paperwork

Having loads of data streaming in from your field workforce can put one on edge. Organising the documents, creating the spreadsheets and typing away at calculators, sorting the files in cabinets and the stress that comes when a single file appears lost in the heaps of sheets – it creates a bottleneck for your operations.  Manually handling the data at the central office also compromises on the accuracy of the process due to human error, from syntax issues when transferring information, incorrect inputs, to duplicate errors- which is expected to occur with increased frequency due to the tiring nature of the process. Actually, 46% of the respondents surveyed by the Service Council said that paperwork and admin work was the worst part of their day.

The field worker is also affected by the paperwork. From having to come to the office each morning to collect the documents needed for the day, walking with the bulky files from one site to another, perusing through lots of sheets whenever they want mire information about a particular customer or the job description- and the frustration that comes when some documents have been forgotten back at the office- it hampers productivity. Running out of copies of paper will also be unavoidable when your staff are away from the office- and more time will be spent coming back to restock. There are also additional issues like the forms getting soiled or torn, and even the wind blowing them away as your technicians are out in the field.  Dealing with the contracts, collecting signatures for each job that is handled, jotting down notes concerning the particular tasks that they are taking care of- it increases the workload. In fact, this often results in errors in data entry, and jobs being poorly documented.

Fortunately, this doesn’t have to be the case for your firm. Technological advancements have seen solutions being developed to minimise the paperwork involved. These mobile service management software allow the field worker to access all the details of the job via handy apps on their smartphones and tablets- as is the case with FieldElite. Instead of walking around with the documents and files, the information is stored via cloud, and is accessible in real-time. The job documentation- from photos, notes to the customer?s e-signature are all collected through the app, and the information is securely stored and immediately available to the personnel back at the head office. 

Service analytics- where you get to observe product demand, performance of your workforce and analyse your customer base growth through the dashboard reporting modules that come with the FMS software is a key tool for decision makers of the company. You get to optimise your performance without having to resort to adding more work hours, or pushing your employees into overtime. Field service analytics has been shown to increase profitability for leading companies by 18%, going by the ?Get Smart: Business Intelligence and Analytics for Service Organizations? study done by Aberdeen Group.

3. Scheduling conflicts

First, there are multiple jobs that need to be attended to- and disappointing your clients will lead to backlash. Secondly, you have a large team of workers- and you want to optimise on their productivity at an individual level. From an administrative perspective, you are also required to provide proper work structures that incorporate your employees? safety during the jobs being handled- and not to run them like mules, overworking them in a bid to hit your targets. Thirdly, the workers have different individual hours of operations- or they work in shifts. Running all this from a central point, allocating the jobs as needed and managing the different schedules, can be a tall order without the right field service scheduling software.

When your customers book an appointment, they expect that your company will deliver on its mandate, providing the services that they are paying you for as required. On the other hand, as the company, you are relying on your employees to meet those expectations. This means that you should have structures in place to ensure that your field workers stick to their assigned schedules. For this you will need to know their location in real-time, track their performance, and check on their adherence to the set schedules. Working with field service job management software allows you to handle the logistics of every task from one dashboard. By tracking your technicians while they are out in the field, you will be able to allocate orders faster, monitor the incoming customer requests, and manage the task distribution more efficiently. When you have an FSM that allows your workers to coordinate with the head office via mobile app, there will be an increased rate of job completion, and a reduction in overtime. Both your clients and employees get to be happy at the end of the day.

4. Lonely workers

Working in the office has its perks. You are surrounded by your colleagues, and can easily get the attention of anyone in management if needed. However, while out in the field, the workers can feel disconnected from the company structure, left to their devices while still bearing the responsibility of presenting the company in positive light- as they also double up as your brand ambassadors. The loneliness can get to them, with a report by the Service Council showing that isolation was the worst part of the work day for 21% of technicians. The chat feature that comes with the mobile service management software apps is one of the reasons behind their popularity, keeping the employees connected to the rest of the manager at the central office, and even other field employees- which makes them feel as part of one large family.

Safety is also a concern, especially for cases where your field staff will be working in hazardous situations – like conducting repairs on top of radio towers, dealing with gas equipment in concealed spaces. The central office needs to remain in constant communication with the workers, and have the appropriate structures in place to handle emergencies. You don’t want to lose employees because they don’t feel that their safety is a priority to you. A skilled technician is an asset that should be protected- and certainly you wouldn’t want to incur extra funds to hire and train personnel- which will end up being an additional strain to your budget over time. Field service job management software with features that allow your employees to check-in remotely via app will be handy in notifying the head office of their arrival at the job site, and in case of any incident, the field manager can quickly see the employees? last location, and dispatch help to them. 

5. Difficulty in assessing performance metrics

When you have a situation where timesheets are only handed in after the workday- and in some cases at the end of the week, it becomes difficult to assess the level of productivity of your field workers. Are you getting value for your money with the wages that are being paid out? Are there lots of lost work hours due to logistical hitches- or cases where the field worker delay the tasks, or take out sections of their day to attend to matters of personal interest- and still bill you for it? All this translates to poor customer service, with issues ranging from cancelled and rescheduled appointments, unmet targets, disagreements based on the scope of work being handled, to client dissatisfaction for not having their issues addressed in a timely manner- which becomes a hit on your brand.

FSM comes in to enable the field service manager to always be in the loop during the entire process- knowing exactly how long the workers are spending on each particular task, the jobs that are pending, cancelled or rescheduled, in order to constantly review and optimise the planning of the firm?s activities. With software like FieldElite, you even get a birds-eye view, as the work areas are mapped out, that way you will be in a position to direct your field workers on aspects like the best routes to take to avoid traffic gridlocks.

6. The break factor

How do you plan for breaks? Jobs are different, and there will be unexpected issues cropping up regularly. However, the field worker is still entitled to breaks during the working day- such as the all-important lunchtime. The problem arises when there is unextended time on some job sites, and cases of unscheduled breaks being taken. These have a ripple effect, as they will cause delays on other projects that are on queue, and you can also expect customer complaints to be coming in hot and hard. From a management point of view, you want to have the ability to respond to the issues as they arise, and reassign the jobs accordingly. Mobile service management software gives you this power.

7. Customer relationship management

Customers want to be part of the process, staying in the loop with the service appointments that have been scheduled- and understandably so. From the booking process, to following up on the progress of the job- it all factors in. In case there are issues that crop up- like service vehicles being delayed, situations where extra parts need to be ordered, or the session cancelled and scheduled on a different day- being fully transparent with your customers will be a great boost to your brand. Gaining new clients and retaining the current ones requires the firm to maintain a quality customer service.

Negative feedback because of your customers? feeling neglected will be a setback for your business. Integrating the customer relationship management into the field service will go a long way in enhancing their experience. Here, software solutions like FieldElite have also got you covered with a customer self-serve portal, accessible online through their browsers. This has the welcome benefit of reducing the number of calls as they conduct follow-ups, since they will be in a position to track the project right from the comfort of their homes and office desks, thus increasing customer satisfaction.

Six Sigma

Six Sigma has received much attention worldwide as a management strategy that is said to have brought about huge improvements and financial gains for such big-name companies as Allied Signal, General Electric (GE) and Motorola.

If you want to give your business the chance to attain the same resounding success, Six Sigma could be the method that will steer you towards that direction.

What is Six Sigma?

So what really is it? Six Sigma is a business management tool that was developed using the most effective quality improvement techniques from the last six decades. Basing its approach on discipline, verifiable data, and statistical calculations, Six Sigma aims to identify the causes of defects and eliminate them, thereby resulting in near-perfect products that meet or exceed customer’s satisfaction.

The core concept behind the Six Sigma method is that if an organisation can quantify the number of “defects” there are in a particular process, improvement activities can be implemented to eliminate them, and get as close to a “zero defects” scenario as possible. Defect here is defined as any process output that fails to meet customer specifications.

Six Sigma is also unique from other programs in that it calls for the creation of a special infrastructure of people within the organisation (“Champions“, “Black Belts“, “Green Belts“) who are to be expert in the methods.

Six Sigma Methodologies

When implementing Six Sigma projects, two methodologies are often employed. Although each method uses five phases each, these two are distinguished from each other using 5-letter acronyms and their specific uses.

DMAIC ? is the project methodology used to improve processes and maximise productivity of current business practices. The 5 letters stand for:

  • D ? Define (the problem)
  • M ? Measure (the main factors of the existing process)
  • A ??Analyse?(the information gathered to deter mine the causes of defects)
  • I ? Improve (the current process based on the analysis)
  • C ? Control (all succeeding processes so as to minimise additional defects)

DMADV – is the method most suitable if your business is looking to create new products or designs. The acronym stands for:

  • D ? Define (product goals as the consumer market demands)
  • M ? Measure (and identify product capabilities and risks)
  • A ??Analyse?(to create the best possible design)
  • D ? Design (the product or process details)
  • V ? Verify (the design)

How does Six Sigma differ from other quality programs?

If you think that Six Sigma is just another one of those business strategies that produce more hype than actual results, think again. Six Sigma uses three key concepts that sets it apart from other business management methods.

  • It is strictly a data-driven approach, where assumptions and guesswork do not figure in the decision making.
  • It focuses on achieving quantifiable financial results ? the bottom line ($) ? as much as giving emphasis on customer satisfaction.
  • It requires strong management leadership, while at the same time creating a role for every individual in the organisation.

Is Six Sigma right for your business?

While many other organisations such as Sony, Nokia, American Express, Xerox, Boeing, Kodak, Sun Micro-systems and many other blue chip companies have followed suit in adopting Six Sigma, the truth is, any company — whether you have a large manufacturing corporation, or a small business specialising in customer service.

Certainly, there is a lot more to Six Sigma than what you can probably absorb in one sitting or reading.

With our wide range of business management consultancy services, we can help you understand the Six Sigma method in the context of your business. We can also help you establish your improvement goals, set up your program, and train your own team of “champions” who can lead in implementing your Six Sigma goals.

Find out more about our Quality Assurance services in the following pages:

How Internal Auditors can win The War against Spreadsheet Fraud

To prevent another round of million dollar scandals due to fraudulent manipulations on spreadsheets, regulatory bodies have launched major offensives against these well-loved User Developed Applications (UDAs). Naturally, internal auditors are front and center in carrying out these offensives.

While regulations like the Sarbanes-Oxley Act, Dodd-Frank Act, and Solvency II can only be effective if end users are able to carry out the activities and practices required of them, auditors need to ascertain that they have. Sad to say, when it comes to spreadsheets, that is easier said than done.

Because spreadsheets are loosely distributed by nature, internal auditors always find it hard to: locate them, identify ownership, and trace their relationships with other spreadsheets. Now, we’re still talking about naturally occurring spreadsheets. How much more with files that have been deliberately tampered?

Spreadsheets can be altered in a variety of ways, especially if the purpose is to conceal fraudulent activities. Fraudsters can, for instance:

  • hide columns or rows,
  • perform conditional formatting, which changes the appearance of cells depending on certain values
  • replace cell entries with false values either through direct input or by linking to other spreadsheet sources
  • apply small, incremental changes in multiple cells or even spreadsheets to avoid detection
  • design macros and user defined functions to carry out fraudulent manipulations automatically

Recognising the seemingly insurmountable task ahead, the Institute of Internal Auditors released a guide designed specifically for the task of auditing user-developed applications, which of course includes spreadsheets.

But is this really the weapon internal auditors should be wielding in their quest to bring down spreadsheet fraud? Our answer is no. In fact, we believe no such weapon has to be wielded at all?because the only way to get rid of spreadsheet fraud is to eliminate spreadsheets once and for all.

Imagine how easy it would be for internal auditors to conduct their audits if data were kept in a centralised server instead of being scattered throughout the organisation in end-user hard drives.

And that’s not all. Because a server-based solution can be configured to have its own built-in controls, all your data will be under lock and key; unlike spreadsheet-based systems wherein storing a spreadsheet file inside a password-protected workstation does not guarantee equal security for all the other spreadsheets scattered throughout your company.

Learn more about Denizon’s server application solutions and discover a more efficient way for your internal auditors to carry out their jobs.

More Spreadsheet Blogs

 

Spreadsheet Risks in Banks

 

Top 10 Disadvantages of Spreadsheets

 

Disadvantages of Spreadsheets – obstacles to compliance in the Healthcare Industry

 

How Internal Auditors can win the War against Spreadsheet Fraud

 

Spreadsheet Reporting – No Room in your company in an age of Business Intelligence

 

Still looking for a Way to Consolidate Excel Spreadsheets?

 

Disadvantages of Spreadsheets

 

Spreadsheet woes – ill equipped for an Agile Business Environment

 

Spreadsheet Fraud

 

Spreadsheet Woes – Limited features for easy adoption of a control framework

 

Spreadsheet woes – Burden in SOX Compliance and other Regulations

 

Spreadsheet Risk Issues

 

Server Application Solutions – Don’t let Spreadsheets hold your Business back

 

Why Spreadsheets can send the pillars of Solvency II crashing down

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