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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Transformation to a process based organisation

Today’s global marketplace rewards nimble organisations that learn and reinvent themselves faster than their competition. Employees at all levels of these organisations see themselves as members of teams responsible for specific business processes, with performance measures tied to the success of the enterprise. As team members, they are “owners” of the process (or processes) to which they are assigned. They are responsible for both the day to day functioning of their process(s), and also for continuously seeking sustainable process improvements.

Transforming a traditionally designed “top down control” enterprise to a process-based organisation built around empowered teams actively engaged in business process re-engineering (BPR) has proven more difficult than many corporate leaders have expected. Poorly planned transformation efforts have resulted in both serious impacts to the bottom line, and even more serious damage to the organisation’s fabric of trust and confidence in leadership.

Tomislav Hernaus, in a publication titled “Generic Process Transformation Model: Transition to Process-based Organisation” has presented an overview of existing approaches to organisational transformation. From the sources reviewed, Heraus has synthesised a set of steps that collectively represent a framework for planning a successful organisational change effort. Key elements identified by Hernaus include:

Strategic Analysis:

The essential first step in any transformation effort must be development of a clear and practical vision of a future organisation that will be able to profitably compete under anticipated market conditions. That vision must be expected to flex and adjust as understanding of future market conditions change, but it must always be stated in terms that all organisational members can understand.

Identifying Core Business Processes:

With the strategic vision for the organisation in mind, the next step is to define the core business processes necessary for the future organisation to function. These processes may exist across the legacy organisation’s organisational structures.

Designing around Core Processes:

The next step is development of a schematic representation of the “end state” company, organised around the Core Business Processes defined in the previous step.

Transitional Organisational Forms/ Developing Support Systems:

In his transformation model, Hernaus recognises that information management systems designed for the legacy organisation may not be able to meet the needs of the process management teams in the new organisation. Interim management structures (that can function with currently available IT system outputs) may be required to allow IT professionals time to redesign the organisation’s information management system to be flexible enough to meet changing team needs.

Creating Awareness, Understanding, and Acceptance of the Process-based Organisation:

Starting immediately after the completion of the Strategic Analysis process described above, management must devote sufficient resources to assure that all organisation members, especially key managers, have a full understanding of how a process-based organisation functions. In addition, data based process management skills need to be provided to future process team members. It is not enough to schedule communication and training activities, and check them off the list as they are completed. It is critical that management set behavioural criteria for communication and training efforts that allow objective evaluation of the results of these efforts. Management must commit to continuing essential communication and training efforts until success criteria are achieved. During this effort, it may be determined that some members of the organisation are unlikely to ever accept the new roles they will be required to assume in a process-based organization. Replacement of these individuals should be seen as both an organisational necessity and a kindness to the employees affected.

Implementation of Process Teams:

After the completion of required training AND the completion of required IT system changes, process teams can be formally rolled out in a planned sequence. Providing new teams with part time support by qualified facilitators during the firsts weeks after start-up can pay valuable long term dividends.

Team Skill Development and Continuous Process Improvement:

Providing resources for on-going skill development and for providing timely and meaningful recognition of process team successes are two keys for success in a process-based organisation. Qualified individuals with responsibility for providing training and recognition must be clearly identified and provided with sufficient budgetary resources.

The Hernaus model for transformation to a process based organisation is both well thought out and clear. His paper provides an ample resource of references for further study.

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Top 10 Benefits of Using Field Service Automation Software

Just how much wastage is witnessed in your operations? Each morning your technicians report to work, they receive the day?s schedule, go through the inventory for the parts and tools that will be required, collect and fill the paperwork, before finally hitting the road- translating to hours of manual organisation. What of the information they need when they are at the site? Are they carrying around bulky files on each individual customer? Your field technicians are also responsible for lots of the equipment being handled- and you want to keep a tab on it all- knowing what is being worked on, when it is happening, how long it takes, and the materials that have been used. Dealing with all this on your end through loads of Excel sheets, calculating and updating time logs, and ticking off the inventory- it can be a strain. Field Service Automation Software comes in to handle it all- from the scheduling and tracking, to inventory control and invoicing- all on the same platform.

Eliminating the Paperwork and Optimising Your Operations

There has been a surge in demand for all-in-one Field Service Management (FSM) solutions. They leverage the power of mobile technology, cloud computing and social collaboration to boost the efficiency of field services. In fact, the FSM market is growing at rates never seen before, if the recent statistics are anything to go by. According to the latest estimates, it is worth $3.5 billion and is expected to hit $5.9 billion by 2024.

It’s understandable why this is happening. Technology is advancing, and we all know it’s every entrepreneur?s dream to optimise the use of the available resources while guaranteeing customer satisfaction. If technology can deliver this through automation, why not? Every business now wants to automate things, and the focus is to maximise resource output. You should, therefore, not be surprised to see the FSM software industry booming. If you just considered the field service industry, you’ll realise that there are so many software applications to help with service automation, whether full or partial.

A good example is FieldElite, which helps with the management of field workers. From your desktop or the palm of your hands, on a tablet or smartphone, you can take full control of your field workers, manage scheduled jobs, and use maps to manage work assignments for the already dispatched field workers. Not only does FieldElite help you handle tasks in an accountable manner but also provides options for accounting and reports, all managed in an easy to use dashboard.

10 Benefits Field Service Automation Software Brings On Board

Why would organisations need to invest in a Workforce management app? Below are some of the key benefits of using a Field Service Management software:

1. Cut down the down-time and make every minute count

From scheduling your operations, mapping out preferred routes, dispatching the service team, to staying connected with them throughout the tasks, you get to improve worker efficiency with field service software like FieldElite. 

Most FSM software programs allow the administrator to send tasks directly to the field worker?s mobile. More often than not, the FSM software provides vital information, including service history, optimal route to the site, the tools required, and contact numbers, among other details.

This improves efficiency by ensuring that the client’s needs are taken care of promptly. Where it’s about machine maintenance, the downtime would be as short as possible.

2. Enhance professionalism and boost your brand image

FSM software programs are known for ensuring professionalism in the manner in which business activities are conducted. Of course, professionalism is attained through several factors, including working with a team of professionals. Such a team, using FSM software, results in enhanced efficiency and excellence.

A field service software like FieldElite helps you to consolidate all your business information into a single central database. With different access levels, your employees will access only as much information as is relevant to their respective duties.

An FSM software is ideal because the stored information can be accessed from any location, meaning field workers can pick new tasks while in the field, provided they’ve got the requisite tools. Instead of having to come back to the office, the employee would access all the information and execute the necessary task.

3. Resource Optimisation with Real-time Field Service Automation Software

Resource optimisation is one of the key determinants of a company?s profitability. While businesses vary in size and purpose, they all share one thing in common ? the desire to increase productivity while ensuring the optimal usage of resources.

Besides productivity, field service software also allows for efficient utilisation of the available resources to cut down on costs.

4. Stay connected with all your crew- and coordinate them better

FSM software facilitates improved coordination with the workforce. The software streamlines the management of the entire field service life cycle, ranging from labour to work orders, returns, contracts, warranties, and equipment.

The idea is to bring all the company?s field-related operations to a central point. And now, with easy data accessibility from a central platform, improved coordination is easily achievable.

5. Get accurate data and make well-informed decisions every step of the way

Adopting the field service management software is more than just a way to improve efficiency. It goes a long way towards improving a company?s accuracy. When a field service management software is used to trace a company?s activities, all the tasks are tracked on the mobile device, keeping the managers informed of every step.

Besides, the technicians also have a free reign to record the diagnostics, quality information, test results, and the parts consumed. All the information can be captured using text, audio, videos, and still photos. This guarantees minimal to no instances of data manipulation.

6. Improve Customer Satisfaction: Win Their Loyalty

Field service management software improves customer satisfaction. How does that happen? Well, using a field service software like FieldElite allows for quick response to customer queries. If there?s one thing that quickly turns your customers off, it’s delayed response to their requests. With the field service management software, however, you can respond to such requests quickly and effortlessly.

Moreover, your customers can also track the service engineer to ensure they’re well informed of any anticipated delays. With quick response time, customer machines have more reliable up-time, which is the desire of every client.

7. Flexibility ? because no one likes being tied down

If there?s one thing that customers like when dealing with a company, it’s flexibility. Instinctively, customers will always want different options to choose from when using a service without appearing to be confined to one provision. Having limited options would also appear boring.

To this extent, it would be wiser to adopt advanced FSM software. Advanced FSM software is compatible with mobile phones, meaning users can easily manage their tasks from isolated locations. FSM software can either be device-agnostic or device-specific. The device-specific type supports Android, Windows, and Apple iOS. This guarantees mobile-friendly tasks where users can easily manage the assignments via mobile application.

8. Store client history in secure cloud-based FSM software

Software like FieldElite stores client history precisely. All the past data, including order history, are stored separately and accurately. In so doing, the field technician gets easy access to the tools, specifications, and technician instructions that aid them in their operations. The result is increased productivity and on-time service delivery.

9. Asset Management and Inventory Control

Naturally, companies offering different repair services have plenty of assets to store. Accordingly, retrieving a specific part out of the large collection would be daunting.

With a field service application like FieldElite, the staff members can track down all the products effortlessly using the GPS. Furthermore, the FSM software ensures excellent maintenance of assets.

10. Improve oversight of field workers ? and keep them in the loop

The FSM software comes with many useful tools, including a built-in GPS tracker. The GPS tracker oversees the operations of the on-field workers, providing precise details about their geographical location, actual arrival time, and most importantly, the distance from the job site.

While this might not be useful at all times, it comes in handy when you need to assign an urgent task to the nearby technician. Call it a classic example of dynamic scheduling.

Final Thoughts

With so much at stake, it’s increasingly compelling to include the Field Service Management Software in your business. With every industry moving towards automation, your business cannot afford to lag.

Quick and efficient service delivery through FSM software may be the difference between you and your competitors.

The FSM software is no longer the cherry on the cake but a must-have tool for your survival in the highly competitive market.

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.

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