Directions Hadoop is Moving In

Hadoop is a data system so big it is like a virtual jumbo where your PC is a flea. One of the developers named it after his kid?s toy elephant so there is no complicated acronym to stumble over. The system is actually conceptually simple. It has loads of storage capacity and an unusual way of processing data. It does not wait for big files to report in to its software. Instead, it takes the processing system to the data.

The next question is what to do with Hadoop. Perhaps the question would be better expressed as, what can we do with a wonderful opportunity that we could not do before. Certainly, Hadoop is not for storing videos when your laptop starts complaining. The interfaces are clumsy and Hadoop belongs in the realm of large organisations that have the money. Here are two examples to illustrate the point.

Hadoop in Healthcare

In the U.S., healthcare generates more than 150 gigabytes of data annually. Within this data there are important clues that online training provider DeZyre believes could lead to these solutions:

  • Personalised cancer treatments that relate to how individual genomes cause the disease to mutate uniquely
  • Intelligent online analysis of life signs (blood pressure, heart beat, breathing) in remote children?s hospitals treating multiple victims of catastrophes
  • Mining of patient information from health records, financial status and payroll data to understand how these variables impact on patient health
  • Understanding trends in healthcare claims to empower hospitals and health insurers to increase their competitive advantages.
  • New ways to prevent health insurance fraud by correlating it with claims histories, attorney costs and call centre notes.

Hadoop in Retail

The retail industry also generates a vast amount of data, due to consumer volumes and multiple touch points in the delivery funnel. Skillspeed business trainers report the following emerging trends:

  • Tracing individual consumers along the marketing trail to determine individual patterns for different demographics and understand consumers better.
  • Obtaining access to aggregated consumer feedback regarding advertising campaigns, product launches, competitor tactics and so on.
  • Staying with individual consumers as they move through retail outlets and personalising their experience by delivering contextual messages.
  • Understanding the routes that virtual shoppers follow, and adding handy popups with useful hints and tips to encourage them on.
  • Detecting trends in consumer preferences in order to forecast next season sales and stock up or down accordingly.

Where to From Here?

Big data mining is akin to deep space research in that we are exploring fresh frontiers and discovering new worlds of information. The future is as broad as our imagination.?

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Using Pull Systems to Optimise Work Flows in Call Centres

When call centres emerged towards the end of the 20th century, they deserved their name ?the sweatshops of the nineties?. A new brand of low-paid workers crammed into tiny cubicles to interact with consumers who were still trying to understand the system. Supervisors followed ?scientific management? principles aimed at maximising call-agent activity. When there was sudden surge in incoming calls, systems and customer care fell over.

The flow is nowadays in the opposite direction. Systems borrowed from manufacturing like Kanban, Pull, and Levelling are in place enabling a more customer-oriented approach. In this short article, our focus is on Pull Systems. We discuss what are they, and how they can make modern call centres even better for both sets of stakeholders.

Pull Systems from a Manufacturing Perspective

Manufacturing has traditionally been push-based. Sums are done, demand predicted, raw materials ordered and the machines turned on. Manufacturers send out representatives to obtain orders and push out stock. If the sums turn out wrong inventories rise, and stock holding costs increase. The consumer is on the receiving end again and the accountant is irritable all day long.

Just-in-time thinking has evolved a pull-based approach to manufacturing. This limits inventories to anticipated demand in the time it takes to manufacture more, plus a cushion as a trigger. When the cushion is gone, demand-pull spurs the factory into action. This approach brings us closer to only making what we can sell. The consumer benefits from a lower price and the accountant smiles again.

Are Pull Systems Possible in Dual Call Centres

There are many comments in the public domain regarding the practicality of using lean pull systems to regulate call centre workflow. Critics point to the practical impossibility of limiting the number of incoming callers. They believe a call centre must answer all inbound calls within a target period, or lose its clients to the competition.

In this world-view customers are often the losers. At peak times, operators can seem keen to shrug them off with canned answers. When things are quiet, they languidly explain things to keep their occupancy levels high. But this is not the end of the discussion, because modern call centres do more than just take inbound calls.

Using the Pull System Approach in Dual Call Centres

Most call centre support-desks originally focused are handling technical queries on behalf of a number of clients. When these clients? customers called in, their staff used operator?s guides to help them answer specific queries. Financial models?determined staffing levels and the number of ?man-hours? available daily. Using a manufacturing analogy, they used a push-approach to decide the amount of effort they were going to put out, and that is where they planted their standard.

Since these early 1990 days, advanced telephony on the internet has empowered call centres to provide additional remote services in any country with these networks. They have added sales and marketing to their business models, and increased their revenue through commissions. They have control over activity levels in this part of their business. They have the power to decide how many calls they are going to make, and within reason when they are going to make them.

This dichotomy of being passive regarding incoming traffic on the one hand, and having active control over outgoing calls on the other, opens up the possibility of a partly pull-based lean approach to call centre operation. In this model, a switching mechanism moves dual trained operators between call centre duties and marketing activities, as required by the volume of call centre traffic, thus making a pull system viable in dual call centres.

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Outsourcing

Are you ready to outsource? Do you even need to outsource? We’ll help you answer those and other questions regarding outsourcing and your company.

Once we’ve determined that outsourcing will render your organisation more focused on your core competencies, more cost-effective, and more flexible, we’ll offer you the full spectrum of our services. Our specialists can assist you in every stage of the entire outsourcing life-cycle.

Starting from evaluating what can be outsourced, through finding the right outsourcing service provider, building the contract and agreements, getting everything in place, and managing the outsourcing relationship – we’ll be with you every step of the way.

Learn more about some of the outsourcing services we offer:

Outsourcing Contracts and Agreements

When an outsourcing project fails, both customer and service provider are quick to put the blame on the other party. But in most cases, the actual culprit was really just sitting there since day one – a poorly planned and implemented agreement.

We understand how costly and disruptive a failed outsourcing project can be for your business. That is why we put utmost attention to each contract and SLA (Service Level Agreement) that our customers enter into. This always reduces the likelihood of having unmet expectations, one of the major reasons why some outsourcing relationships fail.

We make sure that each agreement is fair, not only for our customers but also for the service providers themselves. Why? Because a disadvantaged provider will most likely end up delivering poor service as an offshoot of efforts to improve its profitability and ROI.

To accomplish this, we’ll thoroughly assess the infrastructure, resources, and expertise of your potential service provider to ensure they have the capability to meet your expectations. We’ll also make sure that their expectations are realistic and clear to you as well.

Here’s what you can expect from us when we start managing your outsourcing contracts and agreements:

  • A thorough assessment of your specific needs and the service provider’s profile to determine whether you have the right match before proceeding with any agreement.
  • Professional assistance when the time comes for you to discuss the scope of work, expected service levels, and when negotiating for appropriate pricing. We’ll also help you set up provisions for possible changes in the scope later on.
  • Expert counsel during drafting and finalisation of the contract and Service Level Agreements. Whenever applicable, we’ll help you propose penalties whenever service levels are not met and rewards when they are exceeded.
  • Regular reviews to determine whether everything agreed upon in the past, like pricing and service levels, are still realistic or competitive enough in view of current technological advancements and the prevailing social and economic environment.
  • Mediation expertise whenever the outsourcing project appears to be falling apart. We’ll work with you and the service provider to resolve conflicts and avoid the expensive exercise of having to terminate the contract. But if the best solution is to part ways, we’ll make sure you make an exit with the least disruption, missed opportunities and financial loss.

Application Outsourcing

I’m sure you’ve come to realise that to gain competitive advantage these days, you really need to invest in IT applications.

There are applications for enhancing your customer relationships, speeding up production, streamlining processes, advancing collaboration, protecting your systems from malware and many more. Selecting the right application, testing it, implementing it into your system, and then managing it can deviate resources which would have otherwise been used in other areas to build business value, increase profits, and enhance innovation.

Wouldn’t it be nice to unload yourself of the management processes which usually accompany IT applications? Actually, you can – through application outsourcing. Application outsourcing providers possess the expertise to either partially or fully assume responsibility of your IT applications.

Our job is to see to it that you link up with the provider who can best answer your needs. The overall proficiency of these providers spans both proprietary and opensource solutions, allowing them to cater to a wide range of preferences and budgetary limits. At the very least, they can provide professional support for well established applications.

If needed, they can develop applications for your organisation, taking charge of every step in the system development life-cycle: starting from system initiation, requirements analysis, through design, construction, acceptance and eventually to implementation.

Here are some of the benefits you can enjoy once we start managing your application outsourcing initiatives:

  • Freedom from time-consuming tasks such as installations, upgrades, configurations and repairs.
  • Reduced total cost of ownership (TCO).
  • 24/7 support from well-trained personnel. This can substantially cut downtimes caused by inexperienced troubleshooting.
  • The option to have your applications housed in more secure and reliable environments with much higher availability and much lower planned/unplanned downtimes.
  • Dedicated specialists who can focus on providing better regulatory compliance and risk mitigation initiatives.

Infrastructure Outsourcing

Keeping up with the competition nowadays usually requires technological advancements as well as the capability to manage and maintain the infrastructure that has to support them. These undertakings can suck your resources dry.

If you’re looking to reduce costs even while improving the performance of your networks, servers, databases, firewalls, desktops and mobile devices, you might want to consider IT infrastructure outsourcing among your top options. Infrastructure outsourcing service providers have the resources dedicated to a stable, secure, scalable and always available IT infrastructure.

Typical service provider facilities include data centrers equipped with high-speed networks, reliable power, dependable security, as well as provisions for upgrades, consolidation, disaster recovery, or even business continuity.

These providers employ specialists and staff who can manage and maintain all of these for you. While your provider juggles your core IT-related tasks, you can keep your eye on the ball and refocus on your company’s business goals.

Here are some of the benefits you can enjoy out of infrastructure outsourcing:

  • Freedom from time-consuming tasks such as installations, upgrades, configurations and repairs.
  • Since service providers, who are expected to have better horizontal and vertical scalability, will deal with the technological intricacies, your company’s strategic development initiatives can proceed unhampered.
  • Greatly reduced electricity expenses as a result of consolidation.
  • Easier, faster, cheaper, and more reliable disaster-recovery solutions through virtualisation.
  • Lesser risks of disruptions caused by power outages, cyber attacks, or Internet connection downtimes.

Business Process Outsourcing

With the sheer number of business processes your company has to attend to, it wouldn’t be surprising if you rarely have room to innovate.

Through business process outsourcing, we can free a considerable part of your financial and manpower resources which are currently focused on routine activities. With more resources to drive innovative initiatives, you’ll be able to accelerate production, improve customer service, enhance overall business value, and arrive at a stronger bottom line.

Some of the business processes that may be outsourced include data entry, finance and accounting, form processing, procurement, and HR, among others. If you’re interested in finding answers to the what, how, who, and where of BPO, specific to your organisation, we’ll be happy to enlighten you.

Here are some of the benefits you can enjoy once we start managing your BPO initiatives:

  • Professional guidance to ensure that your BPO undertakings will really result in substantial savings and significant improvements to your organisation’s business value.
  • Careful monitoring of service levels to ensure faster turnaround, accurate data, and high quality outputs.
  • Expert evaluation of information handling processes to guarantee full confidentiality.
  • Professional and unbiased management dedicated to establishing a strong, reliable, and fruitful relationship between you and your provider.
Project Management

In a cutthroat market, where the competition is constantly on the attack to break into your market share, implementing a project-based system can give your organisation the necessary tools to be more efficient and agile.

However, rapidly changing consumer demands, technologies and other factors make it ever more difficult to generate a strategic advantage from projects, let alone develop one. Also since a large organisation can easily end up having to manage multiple projects at the same time, the new management paradigm can appear too complex.

What your company really needs is the expertise that can guide you starting from conception and planning, down through procurement and execution in order to maximise whatever resources you have. Each move must be well thought out so that there are clear goals and objectives as well as methods to achieve them.

Programme Management

Are you running multiple projects pointing to an overall strategic direction? Then you’ll need more than just a “scaled-up” version of project management to make sure every component’s work effort is well coordinated to achieve your enterprise’s desired outcomes.

Through our expertise in programme management, we’ll work with your stakeholders, executives and clients to achieve the following:

  • Design a well-articulated management structure and clearly define decision-making roles & responsibilities – This will ensure decisions are made rapidly with zero to minimal overlapping issues and to promote a unified, well-synchronised advance towards the common objective.
  • Set objectives then make sure they are met by guiding your key personnel in coordinating activities across projects.
  • Design or utilise existing financial models such that they adhere to your enterprise’s financial policies.
  • Develop procedures for reporting expenditures specific to the programme.
  • Establish the programme infrastructure, including
    • The appropriate technical environment and tools (e.g. hardware, software, communication, and other IT-related items)
    • IT staff and administrators
  • Evaluate your enterprise’s current IT architecture to determine whether it will suffice to achieve your objectives. If it doesn’t, propose options you can take to meet what is required.
  • Plan out activities that should take place in different levels in the organisation.
  • Implement a periodic review of the programme progress as well as of interim results to ensure everything is aligned with the strategic outcome.

Programme and Project Reviews

Whether we’ve helped you set up your programme or you did it on your own, time will come when you’ll need to know whether everything is going as planned. If it appears like the entire programme is going smoothly, chances are, something’s going awfully wrong somewhere. Remember, even the most well-planned projects and programmes are still under the mercy of unforeseen variables.

We’ve got highly specialised reviews for either projects or an entire programme. We’ll be able to provide you answers to questions like:

  • Are all projects aligned with the programme’s intended direction?
  • Are the people working on your projects as focused with the business rationale as they have been with meeting deadlines and utilising resources?
  • Where are your risks and exposures? How can they be remedied?
  • Is the project viable at all?

We understand how your staff would want to function normally as quickly as possible. Rest assured, our programme and project reviews are conducted swiftly and efficiently so that both interruptions and oversights are brought to a minimum.

After we’re done, you can expect a detailed quantitative assessment of your programme and/or projects’ status.

Basically, we’re not here to find mistakes; we’re here to help you find ways to correct them. If a project rescue is required, we’ll be the first to lend a hand.

Project Rescue

Believe it or not, many of our clients approached us not before or during their project’s planning stages. But rather, after having gone through sloppy execution, when they end up losing control. In other words, we’re usually at the receiving end of the distress signal, after they’ve punched the panic button.

While obviously this isn’t the ideal time to seek the aid of any expert because it means you’ve incurred unnecessary losses already, all is not yet lost. If the appropriate remedial actions are taken in a timely manner, you can still achieve highly acceptable end results.

In fact, in most of our experiences with project rescue operations, we’ve been able to put projects back on track – just the way the planners wanted them to be. We’ll also help you devise airtight strategies to prevent your project from going astray again.

At the end of our project rescue,

  • You’ll regain complete control
  • Milestones will be reached as planned
  • Requirements will be accomplished, and
  • The project will be realigned with ideal business directions

Project Governance Processes

Constructing a firm underlying structure is essential in any organisation. So before we’ll institute project management, we’ll do the following first.

  • Set up a PMO or Project Management Office to ensure, among others, that
    • Utilisation of facilities, budgets, technical support and other resources will be well coordinated
    • Work products can be tracked and reviewed
    • Issues regarding methodology and processes will be given appropriate attention
    • Training can be organised
    • Project management discipline be instilled in the IT department
  • Establish a steering committee to oversee the implementation of IT and business strategies
  • Fill up slots for a project manager, IT executive and a business sponsor and define the roles of each
  • Infuse project management practices to all affected units of the enterprise

Establishing PMOs, steering committees and other management structures is the easy part. Many organisations spend so much in order to create the structures related to project management, only to find out later that the effort has been all for naught. That’s why we won’t end there. Our objectives will therefore include the following:

  • To plant and cultivate an environment appreciative of project governance i.e. one that does not project it as just a bunch of bureaucratic processes and protocols.
  • To establish an organisational culture that starts at the top.
  • To make everyone involved understand that the power of project governance still lies in the hands of those who will ultimately implement it.

A project-driven enterprise is never propelled by a single project. Since multiple projects require a more complex governing structure, you’ll need to understand the intricacies of programme management.

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