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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Implementing Large-Scale Complex Business Change

Sometimes, driving your people to work harder is not enough for your organisation to withstand the pressures laying siege to it. With uncertain economic conditions, unpredictable fresh competition, and looming threats from the environment or even pandemic-grade diseases, empowering your people to not only ‘think’ but also to ‘step’ out of the box is currently the name of the game.

However, such initiatives typically require sweeping changes throughout your entire organisation … and to think even the slightest change is often met with hard resistance.

Whether you’re about to undergo an M&A, relocate due to a major catastrophe, scale down to a skeletal workforce, or implement a brand-new company-wide strategy, our systematic approach to large-scale complex business change can help you make the transition as seamless as possible.

We understand the importance of the human aspect in change management. That is why we’ll focus on making your people appreciate the benefits of having to learn new skills, perform new tasks, employ modern technologies, and go through new processes in order to tone down the resistance level.

Our entire process spans from top to bottom, wherein we’ll start with your sponsors, down to your managers, and then to other stakeholders in making them appreciative of the needed changes and in order to achieve alignment with your organisation’s goals. Our top to bottom approach is also aimed at casting a positive “shadow of the leader” on people down the line, enabling them with an optimistic view despite the gruelling tasks before them.

We invite you to have a look at the steps we take in implementing large-scale complex business change to win over a strong and lasting commitment to it.

Evaluating the Required Change

Large-scale complex business change initiatives can be implemented expeditiously and economically if you’ve clearly defined the scope of the change as well as the forces that shape your organisation. You’ll want to know which areas yield easily and which are hard to change to determine where and how you’re going to focus more of your efforts on.

To arrive at a sound and systematic plan, we first gather as much information as needed and analyse them. We determine whether your departments have the required capabilities and how we can arrive at a clear organisational alignment. That way, we don’t waste time, effort and resources when the moment comes to carry out the plan.

These are some of the diagnostic procedures we perform in evaluating the required change.

  • Change complexity analysis. We’ll assess the contribution of people and task factors to the overall complexity of the change project. This will help us determine how to approach the problem efficiently.
  • Causal analysis. By establishing cause and effect relationships, we can identify root or circular causes. This will allow us to pinpoint problem areas and prevent a repetition of past mistakes.
  • Structural analysis. Any company is propped up by a number of structures: organisational, process, motivational, social, and physical, among others. Understanding the structures that drive, motivate, hamper, connect, and influence your people’s behaviours can provide insights as to how or where structural change can best be executed.
  • Context analysis. We’ll look into market forces as well as political, economic, social, technological, legal, and environmental factors enveloping your business. We’ll also analyse your driving objectives, organisational alignment, and organizational capabilities. By analysing the internal and external environment in which your business currently operates, we can formulate a customised strategic and effective plan of action.

Managing Stakeholders

Change initiatives won’t prosper without total commitment from all stakeholders. Stakeholders refer to people in your organisation who either have interests in the change project or can be affected by it.

We deal with your stakeholders starting from the top because if we can’t gain full commitment from those already in the best position to spur the diverse entities in your company into active cooperation, striving to secure commitment from other areas will be futile.

That is, if you don’t have the full support of your key and principal sponsors, i.e. the people who have the biggest say and have greatest control over resources in your organisation, you can’t hope to sustain the change endeavour, let alone provide the much needed spark to get it started.

Here’s how we carry out our stakeholder management actions.

  • Conduct research to identify all stakeholders: the sponsors, your internal and external partners, the main targets of the change, and all interested parties. That way you can “switch on” implementors of each change action in the proper sequence.
  • Not everyone will offer resistance to your change endeavours. We’ll help you identify those stakeholders and sponsors who are willing to offer support, evaluate the level of support they are willing to give, harness all available supports and utilise them extensively to benefit the change.
  • Gain a deeper understanding as to why certain stakeholders are willing to lend support. In doing so, we can implement the right strategies that will encourage them to continue supporting you.
  • Assemble a leadership team that will champion your change initiatives. We’ll facilitate effective collaboration among its team members, transforming them into a cohesive force designed to carry out plans and motivate everyone else down the line.
  • Upon realisation of the change project, we’ll see to it that all stakeholders get a taste of the carrot at the end of the stick. This will encourage them to continue active cooperation in future change initiatives.

Planning for the Change

Anyone who has experienced having their car stuck in the mud knows that stepping on the accelerator will only get the vehicle trapped even deeper. Without the aid of a towing truck, getting the car out will require careful planning since different combinations of pulling, pushing, lifting, rocking to-and-fro, and stepping on the accelerator may be needed.

Of course, some combinations are just better than others. The same principle holds when effecting change.

Our approach to change management typically varies depending upon the information we obtain from the different analyses performed earlier. For instance, since not all organisations are suitable for a collaborative approach, we will employ either collaborative, consultative, directive, or coercive change management strategies wherever applicable.

A well-planned change will result in a smoother, less costly, and less disruptive transition. Here’s how we’ll help you plan your change initiatives.

  • When put in a predicament similar to the car-in-the-mud, the basic strategy entails identifying the current resisting forces and predicting what other resisting forces may be encountered along the way. After researching and pointing out your organisation’s resistance forces, we’ll lay out the most appropriate facilitation, education, and negotiation techniques.
  • To bring down wastage to the lowest possible levels, we’ll engineer a change delivery plan that involves the most cost-effective sequence of driver, process, technology, organisational, and people alignment.
  • To win and maintain a high level of trust, confidence and commitment from all sponsors and stakeholders, we’ll present a clear road map of the change process as well as landmarks that will prove how far we will have gone. These landmarks will then be brought to each sponsor’s and stakeholder’s attention each time they are arrived at in order to build up assurance and continued commitment.
  • We’ll design measurement tools and schedule reporting deadlines so that you’ll know what to look forward to and when to expect them.

Managing the Change

Your company will hold a better chance of maintaining a sizeable lead over the rest of the pack if you constantly establish a rally point and instil in your stakeholders the drive to rally to that point from the get-go. To make this happen, your company must undertake the unfreezing, transition, and refreezing phases of change skilfully in order to bring all stakeholders into the right mindset.

Our specialists’ systematic and efficient methods for each of these phases are designed to simplify the management of each phase as well as provide a seamless shift from one phase to the next. This is what we’ll do:

  • Set up a change project management office to ensure that everything associated with the change initiative is given the needed attention and resources even while all the other usual processes in your organisation run concurrently.
  • To unfreeze your people and get them started on the road of change, we’ll employ unfreezing techniques wherever they are most appropriate. We’ll resort to different kinds of methods ranging from presenting persuasive evidence justifying the need for change to showing a motivational vision for inspiring your people to embark on the change process.
  • Since it is during the transition phase when your people can find themselves groping in the dark, we’ll offer executive coaches for your senior managers; facilitators to provide guidance during team meetings and other change activities; coaches to educate and inspire them to meet the change with the right attitude; trainers to teach new systems, procedures, and technologies; as well as employ a variety of other techniques in order to make the transition phase as seamless as possible.
  • Although your people should always be ready to undertake the next major change after a previous one, there should be points in between where they can taste the spirit of success, establish a temporary base to rejuvenate, and immediately gain a deeper understanding of the nearby terrain so as to envision the next rally point. We’ll see to it that this vital phase of change is carried out completely.
The Types of Industries That Can Benefit from Field Service Software

Initially, field service software was designed with field techs and their managers in mind. However, in the recent past, other industries have taken this path to better the performance of their businesses. Any industry that deploys skilled laborers and assets to off-site locations benefits from field service software. It’s all about resource allocation and data centralization for efficient management and running of the business? activities. With field service software, you got all your business? functions logged in one place.

So, who needs field service management software? Professionals like electricians, plumbers, IT technicians, construction workers, and carpenters all find it useful. Moreover, there?s a wide range of application in many different types of industries.

Here are some industries that benefit from field service management software.

  • Fire and Life Safety

In a fire and life safety industry, equipment and safety systems should be kept running at peak efficiency. Therefore, it’s necessary to provide appropriate services that will ensure the smooth running of processes. On top of complying with government codes, fire and security systems installed should offer reliable services. Since service is at the core of this industry?s operation, most people in fire and security industries are turning to field service software to automate operations of their service delivery. With the field service software tools, the industry can easily monitor security technologies, quickly respond to customers, and manage compliance, inspections, and procedures effectively.

  • Medical Device Enterprises

For medical device companies seeking to improve their services, sales, and compliance, field service software becomes very essential for the smooth running and operations of their functions. The medical device enterprises that greatly benefit from this software include those offering installations, repair, and maintenance of medical equipment. With the comprehensive field service tools, service delivery and performance is greatly improved.

Moreover, with the field service software, these industries find better ways of tracking critical records needed for regulatory compliance since the medical industry is one of the most regulated industries in the globe. For the companies doing the manufacturing of medical equipment, they can integrate field service software in their accounting systems to streamline their invoice processes and shorten their billing cycles.

  • IT and Communications Services Companies

With the remarkable technological advancements in the recent past, Internet service providers, cable companies, and communications organizations are looking for better ways of service delivery to keep up with the pace of the growing technology. Connections are becoming more complex day by day propelled by an explosion in new data sources, and the use of the devices. To keep up with the increased demand for instant services by customers, the IT and communication service companies, are turning to field service software to make their service delivery more effective.

A combination of the robust, advanced scheduling system and rich functionality makes this software very useful to the communication service companies. They can use the software to design and install complex internet infrastructure. Moreover, field service software can be used by these companies to set up recurring maintenance plans to maintain the installed internet systems.

  • Oil and Gas Enterprises

Most oil and gas industries are faced by complexities which need special handling for better business performance. Since the running of projects is at the cornerstone of their businesses, they’re always looking for better ways to ensure a smooth running of their project activities. For this reason, most of the oil and gas enterprises that have discovered the benefits of field service software are integrating the main activities of their projects in this software.

With the project-based software tools, there?s an efficient flow of information and transparency throughout the enterprise ensuring excellent project management. With the checklist feature included in most field service software, inspections, compliance, site surveys, and maintenance of procedures is made easier in oil and gas companies.

  • Facilities Management Industry

Given that this is a service industry, high-level of efficiency is paramount. To meet customer expectations and battle against cost, most facility management industries are turning to field service software. With the comprehensive tools included in the field service software, supervisors can assign tasks to their reports, monitor their progress, and receive alerts on critical issues while in a remote place or at the comfort of their office.

Maintenance and emergency repairs in the facility management industry are greatly supported by this software ensuring increased productivity and efficiency. Additionally, with field service software the industries benefit from a streamlined workflow and improved communication that greatly reduces administration time and cost.

  • Industrial Equipment Enterprises

Industrial equipment companies aim at maximizing their overall productivity and preventing equipment downtime. There?s a wide range of activities that take place in industrial equipment companies which require field service software for higher levels of efficiency.

From load testing, installation projects, and load testing to emergency repairs, this software, enables the managers to design work orders, and get them ready for scheduling, and distribute them in a moment. With the equipment and asset tracking software, the supervisors can gain instant visibility into the equipment and assets in the field to ensure their regular maintenance. The scheduling and resourcing tools ensure the supervisors are in full control over the dispatching of their workforce, their schedules, and the route taken by each for maximum work output. Additionally, with the field service software, industrial equipment companies can meet their customer expectations.

  • Construction Industry

Since construction work involve both site work and office work, building industries find field service software very useful in integrating their field and office activities. Field service software is designed to establish effective communication between the office staff and the field operators. With inclusive software tools, the supervisors can easily manage daily inspections and receive feedback from the field workers without leaving the office. Moreover, documentation is simplified, and everything is documented in a central place so that it’s easier to retrieve important information at any time. With field service software, building industries can manage their construction efficiently while minimizing cost, and saving on time.

Filed service software is gaining popularity in the industrial world as most enterprises seek to improve their business? performance, and keep up with the competition. Moreover, more companies are expected to come on board as the field service software companies work extra hard to add more tools to suit a wide range of functions.

How Bouygues manages an Empire-Sized Footprint

Bouygues is into telecoms / media, and building and road construction. It also knows it has to watch its energy footprint closely. Owning 47% of energy giant Alstom keeps it constantly in the media spotlight. Shall we find out more about its facility management policies?

The journal Premises and Facilities Management interviewed MD Martin Bouygues on his personal opinions concerning managing energy consumption in facilities. He began by commenting that this was hardly a subject for the C-Suite in years gone by. Low-level clerks simply paid the bills following which the actual amounts were lost in the general expenses account. That of course has changed.

Early pressure came from soaring energy bills, which were pursued by a whole host of electricity-saving gadgets. However, it was only after the carbon crisis caught business by surprise that the link was forged to aerial pollution, and the social responsibilities of big business to help with the solution. The duty to have an energy strategy became an obligation eagerly policed by organisations such as Greenpeace.

Unsurprisingly, Martin Bouygues? advice begins with keeping energy consumption and its carbon footprint as high up on the agenda as health and safety. ?It needs bravery and a lot of hard work to get it there,? he says, ?so perseverance is the key?. 

The company has developed proprietary software that enables it to pull data from remote sensors in more than 80 countries every fifteen minutes. A single large building can contribute 50 million data items annually making data big business in the system. Every building has an allocated energy performance contract against which results are reported monthly, as a basis for reviewing progress.

The system is intelligent and able to incorporate low-occupancy periods such as weekends and public holidays. What is measured gets managed. We all know that, but how many of us apply the principle to our energy bills. With assistance from ecoVaro, the possible becomes real.

We offer a similar service to the Bouygues model with one notable exception. You don’t buy the software and you only pay when you use it. Our systems are simply designed for busy financial managers.

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