The Connection between Big Data and MDM

Master Data is information that is critical to your business. This could include contracts, proprietary information, intellectual capital and a whole lot more besides. Because this often reposes in a variety of different places, you need a master data management / MDM policy to control it. That way, you can link it all together in a single, secure, backed up file.

This Sounds Like Big Data

Not necessarily: big data refers to extremely large data sets that are best stored and analysed on a cloud using big technology, in order to uncover trends, patterns and associations often relating to human behaviour. Of course, if you run a niche restaurant your critical master data might be limited to a few recipes and the books you do not care to show your accountant.

The distinction is largely a question of size: think of your master data as the subset of big data that you already have your mind around. According to John Case of IBM this is probably already in a structured format and available to share. He goes on to present a cogent case for using this as a peg point around which to systematise the rest. This is because the average organisation already has master data recording customers? and prospects? behaviour.

Do I Still Need My Master Data?

Yes you do, because real people created it with the benefit of human insight. Retain it as a separate set. Then compare it with the results of big data processing for even richer insights. Two heads are better that one and that goes for data processing too.

Trends in CRM Big Data

Adding data via location-aware devices like smartphones and tablets is adding a new dimension to customer information. We now know where they were when they made the enquiry or punched in the information. Use this geo-location data to hone the way you interact with customers and service their accounts. Do not phone a customer who makes decisions at work when they are at home.

Does My Master Data Belong on a Cloud?

There are a number of ?ifs? to consider. How comfortable are you with your service provider. What would happen if someone hacked their server? There are many advantages to cloud technology. Denizon knows of solutions you can rely on, and makes sure its clients have contingency plans to protect them at all times.

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Competencies, Roles and Responsibilities of Lead Assessors

Any organisation that opts for energy audits, Display of Energy Certificates and Green Deal Assessments needs a lead assessor to review the chosen ESOS compliance routes. The Derivative provides that energy audits should be carried out independently by qualified and accredited experts. Additionally, these audits should be implemented as well as supervised by independent authorities under the national legislation.

Lead assessors undertake several roles in ESOS assessments. He or she is the one responsible to take the lead of the entire assessment team, prepare the plan, conduct the meetings and submit the formal report to governing authorities. Nevertheless, selecting an appropriate lead assessor is an important element that every organisation should carefully consider.

Competencies Requirements of Lead Assessors

Lead assessors should be knowledgeable enough with in-depth expertise in carrying out energy efficiency assessment. They should also possess foundational, functional and technical competencies to deliver the task effectively. Likewise, consider the assessors? sector experiences, familiarity with your business? technologies and properties, and accreditation with prescribed standards.

As you choose your lead assessor, contemplate on the skills and qualifications that would give your organisation benefits.

Roles and Responsibilities of Lead Assessors

The business organisation is responsible for the overall legal ESOS compliance. Moreover, here are some of the roles and responsibilities that lead assessors should assume in ESOS assessments.

The lead assessor agrees on the audit methodologies that the organisation would undergo in new audits. He or she agrees with the ESOS participant regarding the audit timetable, sampling approach and visits required. It is also the lead assessor?s role to identify the opportunities on energy saving and assist in calculating the cost savings from the measures taken. During the ESOS audits, the lead assessor determines the energy use profiles, presents the recommendations and reviews the entire assessment as a whole. Furthermore, he or she should maintain the evidence pack of the ESOS to uphold the audit’s credibility, its findings and recommendations.

Finding Lead Assessors

Energy and environment professionals would only be able to demonstrate their expertise as lead assessors upon registering in a professional body accredited by the Environment Agency. Any business that needs a lead assessor is advised to check on the EA?s website to see the details of approved registers.

Lead assessors can either be in-house experts or external professionals. However, they should be able to provide proof of membership as an approved register to take the role of a lead assessor. If the organisation has an internal lead assessor, the company should then take the final ESOS assessment to two board-level directors that would sign the formal report.

Indeed, the lead assessor is an organisation’s partner when it comes to delivering great results. With good professional conduct and excellent management of an assessment team, the lead assessor can help achieve breakthrough energy efficiency strategies. More than anything else, the organisation will benefit from maximum energy savings opportunities ahead. Thus, every qualified business enterprise should invest in finding the best lead assessor to guide them towards success.

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Spreadsheet Woes – Ill-Equipped for an Agile Business Environment

These days, crucial business decisions have to be made in a split second. However, the quality of these decisions hinges quite often on timely, insightful information and relevant business reporting.

How effective is your business reporting solution in providing you with the information you need at the time you need it?

Chances are, like 75% of small and medium businesses, your company is using spreadsheets. True, spreadsheets are the most common go-to solutions for on-the-fly forecasting, but they may not be your best option for presenting information that require consolidation and in-depth analysis and involve a lot of number crunching, especially with critical data at stake.

Furthermore, spreadsheet-based reports are rarely produced in a timely manner. In today?s fast evolving business environment where flexibility, mobility, and timeliness are the order of the day, this simply won’t do.

Let’s take a look at the particular areas where spreadsheets fall short when it comes to providing dynamic and sound financial reports:

Collaboration

With rapidly changing market conditions, organisations have to conduct budgeting, forecasting, and planning more often. Hectic schedules and geographical distances aren’t a hindrance though, because technologies like the Internet, advanced telecommunications and mobile devices can put instantaneous collaboration at everyone?s fingertips.

But collaborative activities in a dynamic setting can only succeed if all participating individuals are given secure, real time and simultaneous access to the same relevant information. This way, every change made is automatically consolidated and projected unto the bigger picture for everyone to digest.

Alas, spreadsheets aren’t built for this.

Cost Efficiency

Whether we’re in a recession or not, cost efficiency has to be taken into consideration. Are spreadsheets really the cost-effective solution?

Think ?time is money?. With the length of time needed to prepare data, establish controls, consolidate reports and distribute copies, you’ll realise how expensive spreadsheets actually are.

The ability to innovate in a changing economic environment and limited resources – a valuable derivative of agile practices – can give your company a very significant advantage. But dedicating so much time on spreadsheet management can strip your organisation of room for innovation.

Quality of Reports

Business empires rise and fall on the power of relevant information. At the end of the day, top management should assess their sources of key performance reports, planning tools and budgeting applications using these parameters:

  • Does your financial reporting system give you the right information right when you need it?
  • Do the reports allow you to look beyond the numbers to spot trends or forecast changes in the market?
  • Do they furnish enough significant data for you to make informed decisions in good time?

Spreadsheets weren’t designed to analyse data on the enterprise level. As a result, spreadsheet reports often take far too long to prepare and more importantly, may lack the dimension and depth that are crucial in decision making.

Data Reliability

We’re all familiar with the risks associated with spreadsheets. This error-prone UDA can provide inaccurate information simply because of a broken link, an incomplete range, a deleted number, or an incorrect formula. In an active business scenario where data manipulation has to be done under constant time pressure, the risk probabilities escalate.

As they always say, ?If anything can go wrong, it will?. With spreadsheets, a lot of things could go wrong. Is this the kind of tool you?d like to work with when making fast, crucial decisions? If you’re still using spreadsheets, then you?d best forget about dynamic reports and rolling forecasts.

Inability to adapt to personnel turnover

A key challenge in maintaining the spreadsheet system is picking up where another left off. A user would find it difficult to debug, revise, or analyse a spreadsheet system he developed himself and the process becomes doubly complicated if or when another person takes over.

Starting from scratch is painfully counterproductive, so that a newcomer has to spend hours figuring out the original entries in the spreadsheet and the reports it yields.

While no one is indispensable in any organisation, it’s pretty much accurate to say that if a spreadsheet ?developer? leaves, it could momentarily halt the production of key finance reports. In a fast changing business landscape, such failure to monitor performance at critical times could sound the death knell for your company.

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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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.

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