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KCI Publications

Professional Educational Series
KCI Publications


Tuesday, 03 December 2019 15:44 Written by

Analytics Managers can Easily Understand and Apply to Everyday Issues!

KCI analytic workflows make analysis tasks easier so you have proven, reliable methods to gain insight to organization issues and opportunities. Whether it is on the CxO level or first line managers, analytics are important in providing quality insight regarding what actions to take. Understanding how to apply tools is key to their success.

Business Analytics – How do you know that your direction is aligned with the execution of the organization? If it is not aligned, how far off is it? What do consumers think of your organization? How about employees? What do you need to know if you want to consolidate operation or find a ‘best fit’ candidate for merger and acquisition? Sentiment analysis gives you some of the answers to those questions and business analytics provide major insights to these interests.

Business Analytics

Decision Analytics

Decision Analytics – Every day decisions are made regarding market opportunities, influences on strategy, changes in the technology of an industry. Decision analysis tools make visible the options that make the most sense. Understanding the influences and impacts of market features is a well-known and often used aspect of decision analytics. Evaluating competitor action is another, as is determining the impact of influence on individual strategies and the strategy set as a whole.


AI Neural Net Analytics – Neural nets are useful for identifying factors (features) that impact key objectives, such as KPIs, process measures, and so on. Which factor has the most impact? What happens if that factor is removed - what factor emerges as a secondary key impact? They are also important for classifying factors that sort 2 or more objectives such as whether to hire or not hire someone. The classification require methods of sorting things in group, an ideal application neural nets.

AI Neural Net Analytics
Thursday, 15 May 2014 19:00

What is Business Analytics

Change, complexity and economic impacts all provoke the business into some change in their response to the business landscape. A key aid to understanding the response needed is a grounding in business analytics. As part of business analysis, success depends on practical application of three different types of analytics, financial, quantitative and descriptive. These form what is known as the analysis triangle. The three types of analytics in the analysis triangle provide a guideline to successful analysis. To generate a response to the business environment, the business analysis is process and operational focused and hence has an internal focus.

A good way to understand the value of analytics especially those of predictive and diagnostic analytics is to consider the analogy of mining such as mining for diamonds. Searching for diamonds in a diamond bed (assuming you find the diamond bed) may turn up a lot of diamonds. However, not all of them are of high value to the miner and may actually have little value. A diamond specialist sorts out the diamonds into categories according to value in the current market.

Using predictive and diagnostic type analytics is similar to the diamond mining example. Not all predictive and diagnostic analytic results are valuable. Changing an algorithm or parameter for purposes of efficiency may damage the result. These changes are the task of the business user or data analytics expert in the organization. Selecting the sets of data to analyse is also the responsibility of the analyst. This is typically not an IT task however, IT will run the analytics and provide the results to the user.

Business analytics also lead to the development of requirements for process change, application acquisition (application development, package deployment or services articulation) and assessment of change impact the analytics can be used to sort through the maze of options available to the manager. Business analysis and the related analytics also includes topics of operational due diligence, performance measurement, knowledge management, product architecture, process architecture, competitive intelligence and business intelligence.

Analytic techniques are used for support of decisions in business organizations. They determine the response to the business ecosystem in terms of opportunity and threat neutralization. That includes all the major actions, such as: merger, acquisition, divestiture, privatization, consolidation and outsourcing. Analytic methods are important for realizing the results of restructuring efforts.

Business analytics are not new, they are a combination of various strategies, techniques, methods, and tools to improve the organization or enterprise's performance. These can become part of the management system and represent the selected approaches used by the organization. The analytic framework below shows techniques best suited to shed light on various business issues:

Note: BI is Business Intelligence and CI is competitive Intelligence

 

Various statistical and other techniques are included in the application of the different types of analytics. Business analysts should be familiar with analytic techniques that can be applied to solving problems in an enterprise. While there are many quantitative analytical techniques, several core analytic techniques have proven useful over time in understanding issues that face most executives. These techniques help the manager or executive sort through various options or alternatives and decide on which path to take in directing the organization. These techniques are well known and are applied to basic business problems that are usually well defined or at most poorly defined. Ill-defined problems require different analytic techniques. The techniques include but are not limited to:

  • Operational analysis
  • Performing ‘What IF’ analysis on alternatives
  • Basic cost /benefit analysis
  • Productivity analysis in services and manufacturing
  • Impact assessment on strategies using strategy maps
  • Process analysis to assess yield versus risk in ranking processes
  • Decision analysis to select among options
  • Influence modeling to describe problems
  • Financial analysis to identify key results indicators

Business and other analysts are well advised to have at least a passing knowledge of these techniques and a detailed knowledge in those that apply to their business needs. KCI professional education addresses these needs.

Achieving Goals through Innovation and Change

Business analytics today Business analysis depends on successful application of three different types of analytics, financial, quantitative and descriptive. These three analytics form the legs of the analysis triangle.

The 3 analysis legs provide a guideline for understanding analysis types. Business analysis today has a business execution perspective and is tied to operationalizing analytics and intelligence into processes.

Real advantage comes from applying the analysis techniques to external and strategic interests. Business analysis also leads to the development of requirements for process change, application acquisition and various application development, package deployment or services articulation.

Analytical techniques are applied to external or ecosystem views such as for merger, acquisition, divestiture, privatization, consolidation and outsourcing.

The implications of business analysis leads to the assessment of change that impacts the organization. Business analysis also includes topics of operational due diligence, performance measurement, knowledge management, product architecture, process architecture, competitive intelligence and business intelligence.

With business analysis being at the forefront of change, the business analysts use business analytics to improve business performance. Knowing more about business analytics provides the basis for driving innovation and change

Successfully Responding to Change

Business and Enterprise architecture are the hot topics today. Enterprise architecture dealing with the IT infrastructure and its relationship to the business and Business architecture dealing with the structure of the business and its alignment with the digitization of the business including IT. However, the architecture framework encompasses a broader scope starting with the business environment defined by the business landscape and ecosystem to the detailed execution of the business to respond to that environment. A more complete picture of the architecture and their relationships is shown below:

Organizations are faced with high-demand response to changing business conditions in their environment. The interoperability of organizational components depends on how well the business architecture is known, documented and analysed with various types of business analytics. In the past, this depended on the corporate knowledge in people’s heads. The economic situation today has pressured organizations to merge operations, consolidate, divest and re-arrange their basic components. Loss of staff also means loss of knowledge of how the organization works. Assessing impact of changes depends on the preparation of models used to describe the organization and the analytics available to conduct an assessment of changes.

Enterprise (IT) architecture is perhaps the most common architecture developed today. The reasons for this are simple. Many of the architecture techniques have been developed by IT to cope with the explosive growth of the use of digital technology, the large cost of digitization, the complicated structure of enterprises and the rapidly changing structures that are needed to respond to market changes and economic impacts.

The business and IT architectures must be linked and understood to manage business change and address the demands of contemporary business. Businesses today are required to develop their architecture skills and capabilities to successfully respond to the changes in their environments.

Saturday, 02 June 2018 16:00

Business Process Management

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Processes are critical to business transformation and execution today. Accurately representing a process is critical to realizing the expectations of management when processes are implemented. Before you can accurately represent the process you need to address and analyze performance and improvement issues.

Studies have shown that 75% of process projects fail in some way. So, why can’t companies achieve the improvement they read about in articles and see in presentations? What is it that BPM professionals know about improvement that companies are missing? The underlying reason for the company shortfall is that people don’t know what techniques, methods and tools are available and how to apply them in their situations.

Process management skills are required to support three core areas of business change today: digital transformation, integration or consolidation. They also form the foundation for enterprise growth through acquisitions, adding new products, e-commerce opportunities, e-government and enterprise excellence. Let KCI’s professional services and education courses bring you up to speed with what you need to know to be effective in your next successful process improvement project.

Friday, 27 August 2010 19:00

Business Process Management-Now

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The Future of Business Process Management is NOW!

Business Process Management (BPM) is a management discipline that encourages looking at your whole business from the perspective of your customers and business partners. It measures your operational performance from an external perspective to see how competitive or attractive your business is from their point of view.

bpm-businessprocessmgt-ring

Competition in virtually every market and industry is increasing because customers are more capable of comparing offerings and switching suppliers than they were ten years ago. You may find proof of this in your personal or your organization’s purchasing activities. But, this is not new.

So what is "new" about BPM?

BPM encourages a continuous improvement of competitiveness-defining processes, where the business-side, not the IT-side, takes the leading role in process improvement, supported by BPM-supporting technology. Dramatic improvements in information management and its underlying technologies that allow information about the business’ performance to be automated is new! This allows your employees and the management team to see how the business is actually performing and meeting its objectives. BPM is achieved by implementing the following methodology:

  1. Strategy & Performance Management – clear objectives, goals, and measures.
  2. Process Discovery – identify current process activities, participants, documents, and decisions.
  3. Process Design and Development - end-to-end simulation and analysis of process to assess impact for new design.
  4. Process implementation, communication and administration – communication to all with the use of BPM tools to automate process activities.
  5. Process monitoring – accurate reporting of process based information (cycle times, idle times, workload, exceptions, and delays) to assess performance levels and bottlenecks.
  6. Business performance monitoring – actual data being compared to strategic or tactical targets provides visibility into changes to improve overall business performance.

For example, let's see a high-level Supply Chain process diagram. Each process may have specific performance measures that are maintained and displayed in a scorecard which shows how this process performs. qpr-processguide-risk-web

Together, the collection of information about this process provides a clear understanding of the process bottlenecks, cycle time, resource consumption, and its overall performance for everyone to see.

Today's competitive market demands a realistic assessment of your whole business from the perspective of your customers and business partners. As Rummler and Brache wrote in Improving Performance: How to Manage the White Space in the Organization Chart, “An organization is only as good as its process.” BPM provides a methodology to improve your business performance.

Contact EAI for additional information on how about BPM can help your business.

Friday, 01 July 2011 19:00

Automation

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Automation: A Key Driver for the Success of a Strategic Management System

Many executives are finding it difficult to improve the performance of their companies in today's competitive environment and realizing that the problems they face are structural, not just cyclical.  Traditionally, their response in tough times has been to put pressure on short-term operating performance to boost earnings, but this approach is no longer adequate. A new organizational strategy is required to develop growth initiatives even as companies pursue operating savings.

Strategy is playing an even more important role in the new economy - but in a transformed way compared to as it used to be in the industrial era, where strategy work was more isolated from operations.  In the old days, it was much clearer how an asset creates value, e.g. how funds received were deployed in standard products to customers at fairly stable margins.  Today it is harder, to establish that link when it comes to intangible assets, for example linking the knowledge of an employee, and a financial outcome. Strategy has to become an integral part of the management system of an enterprise.  Strategy work can’t be delegated just to the CEO, his executive colleagues and to the strategic planning department that is serving as a staff department to the CEO.  Everyone in an organization who makes decisions has to be linked to strategy and into a strategic feedback loop that feeds back important information as fast as possible about what is working and what is not working, to those who have to make or change major strategic decisions.  For the management system of the enterprise, that means that strategy has to be linked and integrated with the operational management. Tying strategic planning to performance monitoring and decision support at a tactical level creates a very powerful approach. However, running such a sophisticated system manually or using excel sheets creates an unmanageable overhead on the management.

Lack of automation is one of the main reasons why deployments of strategic management systems fail. A study by the Gartner Group in 2001, led them to conclude that Enterprises that choose to ignore IT during the design and implementation of the Balanced Scorecard (BSC), will fail to embed the BSC in the organization.

Automating the strategy management system should also not create any overhead on the managers. The automated system should be simple, so that strategy management becomes a part of every day actions of the managers.

In order to address the need to automate strategic management systems, traditional Corporate Performance Management Systems have evolved into a new breed of Collaborative Management Systems such as those provided by QPR Software (www.qpr.com) which allows companies to communicate and define their corporate strategy and objectives on an entirely new level.

Planning, implementation, communication and commitment are the corner stones of collaborative management.  This enables personnel at all levels of an organization to identify their individual responsibilities and targets so that strategy becomes understandable in an everyday operational sense.

The advantages of an automated Strategy Management System are as under:

  • Facilitates and creates a framework for the Strategic Management implementation
  • Provides Scalability of the Strategy Management System (think big, start smart)
  • Top-down approach (need-based or strategy-focused solution instead of IT platform building)
  • Visualizes and helps understand the strategy
  • Agility (easy-to-adapt solution according to changes in the organization/environment)
  • Saves time and money in data gathering and report generation
  • Enables and systemizes feedback and interaction
  • Provides tools for analysis and enables drill down to the real causes
  • Provides one easily accessible interface to all strategy and performance related information


Across the world, progressive organizations such as the Commercial Bank of Dubai (Dubai,UAE), Gulf Agency Company (Dubai,UAE)and the Mustafa Sultan Group of Companies (Muscat, Oman) are leading the way in automation of Strategic Management Systems. As a case study we can look at the experience of the Commercial Bank of Dubai.  Their Strategic Management System based on the Balanced Scorecard Methodology was manually deployed for four years, prior to automating this in August 2004.  Benefits achieved though automation include greater visibility of strategic information, drill down capabilities to arrive at root causes of performance variations and transparency of objectives across levels of reporting.

Author: Jude Chagas Pereira - The Director of IYCON FZ LLC, a Consultancy and Technology Solutions Company, with a focus on providing High Quality Business and Technology Solutions to organisations across EMEA, Oceania and the Asian Subcontinent.

Friday, 01 July 2011 19:00

Enabling Process Consulting - I

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Enabling Process Consulting Assignments - Part 1



Introduction

A large number of organizations use consultants or large internal process teams, to deliver Business Process Definition projects
in order to gain documented benefits from such initiatives.

In reality, while benefits will accrue to the end customer from such initiatives, the very absence of an enabled process to deliver
these assignments will impact the effectiveness of the delivery.

Consulting companies and organizations are increasingly implementing Process Tools, such as QPR's ProcessGuide, to more effectively
deliver on such projects, as well as to enable the end customers to seamlessly continue to reap benefits of these initiatives on an on-going basis.
Here are some of the challenges in delivering Process Consulting Assignments. The traditional Process Consulting Assignment usually consists of the following steps:

    • A consultant facilitator leads the discussion and review with management and staff providing information about current practices.

 

    • Another consultant takes notes of what is said and what is decided.

 

    • The consultants return to their offices and convert their notes into documents using separate text and diagramming tools: usually Microsoft Word and Visio.

 

    • Some days later the draft documents are submitted for review by the meeting attendees, who by this time will have other priorities on their mind.

 

    • They may wait several days before reviewing the document and when they do they have difficulty recalling what was said.

 

    • Changes to the draft document are suggested by attendees. Another meeting may be held to resolve disputes between individual views but trying to get the original attendees together is difficult and by the time they have reconvened recollection of their original discussions is poor.

 

    • Error and compromise introduced through the extended process are repeated in all functional areas of the organization being reviewed.

 

    • Every time changes are introduced the consultants need to ensure that they correctly modify both the text and the associated diagrams - not only in terms of synchronizing the wording and flow but also ensuring the integrity of the process. For example, if entry of a resource is removed from an order taking process (e.g. selecting the Sales Rep) associated references to the resource should also be removed (such as a subsequent debt collection activity for the Rep.)

 

    • The delivery of the consulting assignment is usually documents in Microsoft Word or Visio.

 

    • With the constant pressure to change processes and improve efficiency, a company needs a regular process review program, at least quarterly, rather than waiting till inefficiencies are impacting the bottom line. However, review and maintenance of the Microsft Word and Vision documents makes the process review exercise so problematic that they are undertaken rarely, if ever.



Continue to Page 2  (Enabling Process Consulting Assignments - Part 2)

Saturday, 02 July 2011 19:00

Enabling Process Consulting - II

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Concrete Benefits in Using QPR during Process Consulting Assignments


With the use of QPR during Process Consulting Assignments, the entire focus shifts to delivering the process models and recommending benefits, and removes the overhead of managing the process repository and associated attributes of the process such as job descriptions and responsibility matrices.

The following is an example of deploying a process consulting assignment using QPR and associated benefits.

Setup Phase

  1. The first step will involve creating a template on QPR ProcessGuide which contains the relevant process framework for the assignment. This will consist of the following:
    1. Existing Organizational Hierarchy (these will be displayed as swim lanes on the process map)
    2. Process Hierarchy
    3. Standard Modeling Notation to be used in the assignment

             Benefits:

  • This template may be used for other similar consulting assignments as QPR ProcessGuide allows new models to be used based on existing templates/models.
  • QPR ProcessGuide security options, ensures that Team Members will work within this process framework and this will lead to a uniform delivery. For e.g., as the hierarchy is already defined, Team Members will find the reporting structure easily available. There will not be inaccuracies due to misspellings or abbreviations (e.g. Mktg. Manager instead of Marketing Manager).
  • Enforcing a standard modeling notation ensures that even new team members will be able to quickly understand the modeling framework.
  1. This template is then used as a base model to which all process model models to be built are linked as child models.
    1. Setting user rights for process modeling - QPR ProcessGuide can be used to plan a rapid deployment. Using the advanced user rights, different team members can be:
    2.  
      1. Assigned the rights to modify or view different main processes and sub process structures.
      2. Sensitive processes can be protected with rights being assigned to selected team members and other members having no access.
    Deployment Phase

    Benefits:-

    •  
      •  
      • Sensitive information is protected through user rights, although with appropriate permissions, this can be viewed along with the entire model.
      • Team members can work on their allotted sections, and if provided view access to others work, will be able to get a “big picture” view of the processes very quickly. This will lead to better documentation of the processes and process alignment.
  2. Executing the assignment - At the team level the following would be the steps taken on QPR ProcessGuide to complete the assignment.
  3.  

    Execution is usually very quick as the time is spent on creating process structures and QPR ProcessGuide generates other associated information which would otherwise need to be created.

    a) The Process diagrams are first created by placing the responsible “organisation elements” onto the process map.

    b) Sub Processes and activities are then arranged based on inputs from the Process Owner.


    c) Existing documentation and procedures can be attached to the process maps creating a front end repository.


    d) Processes can be version controlled based on revisions and discussions with the customer.



    e) Full audit trail logging at the process model level and the individual sub process level enable accountability for changes made to the process model.

    f) Process Models can be “checked out” for use offline from the server, enabling full process modelling capabilities while at the customer’s site. Once the team members are back in office, the process model will be “checked in” to the server and changes made will be replicated.

    g) Team leaders and Project Managers get to view the latest available process model on the server with all associated linked documents and other details.

    h) Model versions can be created to manage changes and archiving easily.


    i) Attaching document templates. It is relevant to attach all document templates to a process step, or even add policy documents to main or sub processes. This is done using the Information Items functionality, which ensures that the process repository is enriched with the correct and latest versions of the documents, which may be linked from existing document repositories such as Microsoft Sharepoint. These can then be listed as a hierarchy.



    Attach Document

    j) Identifying and documenting risks. It is also possible to layer different attributes on the process map, such as risks and control points to make the process maps multi-dimensional as shown below.

     

     

Saturday, 02 July 2011 19:00

Enabling Process Consulting - III

Written by

Reporting Phase



1. Creating "Responsibility Matrices" is also very simple on the process maps. Within a QPR process map, the responsible designation ("doer") is defined by the organizational unit band which moves horizontally across the processes. For each sub-process and main process (and activity if relevant), QPR allows us to select the designation of the process owner or accountable person for the process. This is graphically defined by the designation of the process owner on the process box itself. The RACI can also be graphically generated in the classical grid format as shown under using custom attributes available in QPR:

2. It is also possible to add Job Descriptions and Competencies for each position on the Organization Hierarchy. Within QPR, custom attribute fields are created within the process model. The required custom attribute field can then be assigned to the organizational units and filled up as required. Having the job description linked to be organizational unit allows easy verification of whether the tasks being performed by the position described is adequately reflected in the job description in terms of dimensions accountabilities and skill sets. In the screenshot below, we can see that on the left side we have the organizational chart with the reporting hierarchy, and for the selected job position on the right side we have the different fields of the job description.

3. Generating risk / control hierarchies. Once the process repositories are built, it is easy to generate custom reports using QPR such as the risk / control hierarchies shown below, as well as links to risk measurements and control tests. E.g. Risk / Control Hierarchies and monitoring

Benefits of using QPR as a tool in Process Consulting

Multiple benefits accrue from using QPR as a tool in Process Consulting.

    * Creation of a Process Repository with best practice processes by industry
    * Creation of base process templates for new assignments
    * Transparency and accountability during the process implementation due to logging and online publishing
    * Delivery of process documents on Microsoft Word (auto created from QPR ProcessGuide)
    * Optional delivery of the QPR ProcessGuide Model itself, to enable the customer to carry forward the process initiative
    * Create comprehensive business process models showing high level and details illustrating the most current status of your operations
    * Standardize work practices by designing uniform guidelines e.g. for quality systems
    * Re-engineer and improve the business processes to ensure optimized flow of materials, resources and information
    * Quickly review resource (human or system) utilization per organization and find the detailed information about a resource or activity
    * Simulate processes to identify potential bottlenecks, optimize resource utilization and validate improvements
    * Analyze processes, illustrate and benchmark results with the highly visual and easy-to-understand graphs and reports of QPR ProcessGuide

Conclusion

The traditional methods of consulting are being quickly replaced by tool based consulting which will enable consulting firms to deliver better results in a shorter time, which translates to more project profitability for the consulting firms, and better resource utilization for in-house process consulting teams. QPR products are leading the way in providing these benefits. For additional information on QPR Tools, please browse to www.eai.com To send a comment or contact the author, please email This email address is being protected from spambots. You need JavaScript enabled to view it.

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