1|P a g e Higher Nationals Internal verification of assessment decisions – BTEC (RQF) INTERNAL VERIFICATION – ASSESSMENT DECISIONS HND in Computing Program title Assessor Internal Verifier Unit 14: Business Intelligence Unit(s) Assignment title Applying BI solutions to enhance and improve business operations Student’s name List which assessment criteria Pass Merit Distinction the Assessor has awarded. INTERNAL VERIFIER CHECKLIST Do the assessment criteria awarded match those shown in the assignment brief? Y/N Is the Pass/Merit/Distinction grade awarded justified by the assessor’s comments on the Y/N student work? Has the work been assessed accurately? Y/N Is the feedback to the student: Give details: • Constructive? Y/N • Linked to relevant assessment criteria? Y/N • Identifying opportunities for Y/N improved performance? • Agreeing actions? Does the assessment decision need amending? Y/N Y/N Assessor signature Date Internal Verifier signature Date Programme Leader signature (if required) 2|P a g e Date Confirm action completed Remedial action taken Give details: Assessor signature Date Internal Verifier Date signature Program Leader Date signature (if required) 3|P a g e Higher Nationals - Summative Assignment Feedback Form Student Name/ID Unit 14: Unit Title Business Intelligence Assignment Number Assessor Submission Date Date Received 1st submission Re-submission Date Date Received 2nd submission Assessor Feedback: LO1 Discuss business processes and the mechanisms used to support business decision-making. Pass, Merit & Distinction Descripts P1 M1 D1 LO2 Compare the tools and technologies associated with business intelligence functionality. Pass, Merit & Distinction Descripts P2 M2 D2 LO3 Demonstrate the use of business intelligence tools and technologies Pass, Merit & Distinction Descripts P3 P4 M3 D3 LO4 Discuss the impact of business intelligence tools and technologies for effective decision-making purposes and the legal/regulatory context in which they are used. Pass, Merit & Distinction P5 P6 M4 D4 Descripts Grade: Assessor Signature: Date: Resubmission Feedback: Grade: Assessor Signature: Date: Internal Verifier’s Comments: Signature & Date: * Please note that grade decisions are provisional. They are only confirmed once internal and external moderation has taken place and grades decisions have been agreed at the assessment board. 4|P a g e Assignment Feedback Formative Feedback: Assessor to Student Action Plan Summative feedback Feedback: Student to Assessor Assessor signature Date Student signature Date 5|P a g e Pearson Higher Nationals in Computing Unit 14: Business Intelligence Assignment 01 6|P a g e General Guidelines 1. A Cover page or title page – You should always attach a title page to your assignment. Use previous page as your cover sheet and make sure all the details are accurately filled. 2. Attach this brief as the first section of your assignment. 3. All the assignments should be prepared using a word processing software. 4. All the assignments should be printed on A4 sized papers. Use single side printing. 5. Allow 1” for top, bottom , right margins and 1.25” for the left margin of each page. Word Processing Rules 1. 2. 3. 4. The font size should be 12 point, and should be in the style of Time New Roman. Use 1.5 line spacing. Left justify all paragraphs. Ensure that all the headings are consistent in terms of the font size and font style. Use footer function in the word processor to insert Your Name, Subject, Assignment No, and Page Number on each page. This is useful if individual sheets become detached for any reason. 5. Use word processing application spell check and grammar check function to help editing your assignment. Important Points: 1. It is strictly prohibited to use textboxes to add texts in the assignments, except for the compulsory information. eg: Figures, tables of comparison etc. Adding text boxes in the body except for the before mentioned compulsory information will result in rejection of your work. 2. Avoid using page borders in your assignment body. 3. Carefully check the hand in date and the instructions given in the assignment. Late submissions will not be accepted. 4. Ensure that you give yourself enough time to complete the assignment by the due date. 5. Excuses of any nature will not be accepted for failure to hand in the work on time. 6. You must take responsibility for managing your own time effectively. 7. If you are unable to hand in your assignment on time and have valid reasons such as illness, you may apply (in writing) for an extension. 8. Failure to achieve at least PASS criteria will result in a REFERRAL grade . 9. Non-submission of work without valid reasons will lead to an automatic RE FERRAL. You will then be asked to complete an alternative assignment. 10. If you use other people’s work or ideas in your assignment, reference them properly using HARVARD referencing system to avoid plagiarism. You have to provide both in-text citation and a reference list. 11. If you are proven to be guilty of plagiarism or any academic misconduct, your grade could be reduced to A REFERRAL or at worst you could be expelled from the course. 7|P a g e Student Declaration I hereby, declare that I know what plagiarism entails, namely to use another’s work and to present it as my own without attributing the sources in the correct form. I further understand what it means to copy another’s work. I know that plagiarism is a punishable offence because it constitutes theft. I understand the plagiarism and copying policy of Edexcel UK. I know what the consequences will be if I plagiarize or copy another’s work in any of the assignments for this program. I declare therefore that all work presented by me for every aspect of my program, will be my own, and where I have made use of another’s work, I will attribute the source in the correct way. I acknowledge that the attachment of this document signed or not, constitutes a binding agreement between myself and Pearson UK. I understand that my assignment will not be considered as submitted if this document is not attached to the assignment. Student’s Signature: (Provide E-mail ID) 8|P a g e Date: (Provide Submission Date) Higher National Diploma in Business Assignment Brief Student Name /ID Number Unit Number and Title Unit 14 : Academic Year 2021/2022 Business Intelligence Unit Tutor Assignment Title Business Process Support Mechanisms Issue Date Submission Date IV Name & Date Submission format The submission should be in the form of an individual written report. This should be written in a concise, formal business style using single spacing and font size 12. You are required to make use of headings, paragraphs and subsections as appropriate, and all work must be supported with research and referenced. Follow Harvard referencing system for in-text citations, reference list and the bibliography.. The recommended word limit is 4,000–4,500 words, although you will not be penalised for exceeding the total word limit. 9|P a g e Unit Learning Outcomes: LO1 Discuss business processes and the mechanisms used to support business decisionmaking. LO2 Compare the tools and technologies associated with business intelligence functionality LO3 Demonstrate the use of business intelligence tools and technologies LO4 Discuss the impact of business intelligence tools and technologies for effective decision-making purposes and the legal/regulatory context in which they are used 10 | P a g e Assignment Brief and Guidance: Data and information are core to any organizational business process. Meaningful information is a necessity to drive profitable business actions. The concept of Business Intelligence (BI) has evolved through technologies such as Decision Support Systems (DSS) to a number of tools, technologies, architectures and methods which involves data cleaning, data integration, data mining, data evaluation and data representation. Hence BI can be identified as a software suite of software and services to transform data into actionable intelligence and knowledge. Scenario Yard of Ale is a large-scale brewery in Sri Lanka and well establish company control 20% market share of beer market which is the 2nd biggest market share from entire beer market. The company have automated production line include mills, Brewhouse and bottling plant and each control by separate embedded software system not allowed to access operational data stores but can be configured to generate CSV or excel operational data file at the end of each batch. The company consists of multiple departments responsible for each operations of the organization such as Production, Engineering, HR/Legal, finance, Sales and marketing, Procurement, Administration, Quality control, Research and development, IT and each and every department have its own operational systems to record keeping purposes and each operational application software developed by professionally. Each department manages by a department manager. For an example, production department manages by the production manager and he is responsible for manage all production related operations in sub departments. Mills ,Brewhouse ,Bottling plant, raw material and finish products stores and each sub department managed by operational manager. This hierarchical configuration replicates throughout most of the department. Upper management of brewery required to consolidate all these data in to one data warehouse with the data contain in the legacy system as well. Other than that upper management required to incorporate every external data about company and products from various data collection and research agencies the business intelligent system. Those external data available as JSON/XML data files, plain text reports, social media 11 | P a g e comments/posts and all negative and positive online comments about organization and products. Upper management of company believe more you know about organization and the external environment you have better completive advantage. Have potential to control bigger market share and effectively become number 1 beer in Sri Lanka Task 1 Analyse the business processes and the supporting processes of the organization given in the scenario and differentiate between semi structured and unstructured data. Evaluate the benefits and drawbacks of using application software to handle the business processes in Yard of Ale. Task 2 Compare how strategic, tactical and operational decisions are supported within the organization for business decision making process. You have to furthermore compare and contrast how various information systems (TPS,MIS,DSS) could be utilized to enhance those decisions with related to key features of BI framework . Justify your answer with relevant to the functionalities of business intelligence. Task 3 Chief Engineer is the tactical manager of engineering department who oversees all repairs and maintenance of the total eight sectors of the factory that include water purification plant, Mill, Brewhouse, bottling plant, waste treatment plant, factory maintenance and repair/ fabrication shop. Each sector consists of two or more sub sectors and each subsector have 410 of machines. Chief engineer requires to track the maintenance and repair all the machineries with minimal disruption to production and he must maintain healthy inventory of spare parts which consist of over 5000s items, track the progress of every jobs, Identify 12 | P a g e problematic arias, Track engineers and mechanics work logs and efficiency and monitor system downtime. 3.1. Explain what business intelligence is and the tools and technologies associated with it by taking relevant examples to the organization given in the scenario. 3.2. Design a Managerial dash board for chief engineer using various data visualizations methodologies that includes 6-8 widgets to present required information. Apply appropriate customizations that can utilize to improve the managerial dashboard designed above . Critically evaluate how your Dashboard design and the suggested enhancement could optimize chief engineer’s performance by delivering accurate and reliable information to increase his effectiveness. Task 4 4.1. Discuss how organizational decision-making process can be improved by implementing business intelligence tools. Conduct a research to identify the organizations that have utilized new business intelligent innovations and trends to improve their performance and to extend BI systems to target audience, provide better competitive advantage within the market. 4.2. Sharing data within the organization through a BI tool can raise legal, ethical and professional concerns. Explore the legal issues that may result when using business intelligence tools (Eg: Data protection laws, Cyber security, etc.) and evaluate how the chosen organization and extend the target audience / gain a competitive advantage by securely exploiting Business Intelligence tools. 13 | P a g e 14 | P a g e Task 01 Analyse the business processes and the supporting processes of the organization given in the scenario and differentiate between semi structured and unstructured data. Evaluate the benefits and drawbacks of using application software to handle the business processes in Yard of Ale. 1.1 Analyse the business processes and the supporting process Business Processes Brewing process In this core process in manufacturing beer. Collect raw materials like barley, hops, water, and yeast are combined and processed through various stages to create beer. This process involves mashing, boiling, fermenting, conditioning, and packaging the beer. 15 | P a g e Supply Chain Management This process involves sourcing raw materials, managing suppliers, maintaining inventory, and ensuring timely delivery of finished products to distributors and retailers. Sales and Marketing The beer company needs to strategize marketing campaigns, brand promotion, pricing, and distribution channels to reach consumers effectively. d. Distribution and Logistics This process involves coordinating the transportation, warehousing, and distribution of beer from the production facility to various retailers and bars. 16 | P a g e e. Quality Control Ensuring the consistency and quality of beer is crucial. This process involves regular testing, quality assurance, and compliance with industry standards and regulations. f. Financial Management This process includes managing budgets, financial planning, payroll, bookkeeping, and financial reporting. g. Human Resources Handling recruitment, employee training, performance evaluation, and other HR functions to ensure a skilled and motivated workforce. 17 | P a g e h. Research and Development Continuously improving existing products and developing new beer varieties to meet consumer demands and stay competitive. Support Processes a. Information Technology Managing the company's IT infrastructure, software applications, and data management systems to support business operations. b. Procurement Procuring raw materials, equipment, and services required for the brewery's operations 18 | P a g e c. Facilities Management Overseeing maintenance, safety, and security of brewery facilities. d. Legal and Compliance Ensuring compliance with local, national, and international regulations, licenses, and permits. e. Customer Service Handling customer inquiries, complaints, and providing support to maintain good relationships with consumers. 19 | P a g e f. Sustainability and Environmental Management Implementing practices to reduce environmental impact and promote sustainability in the brewing process. g. Health and Safety Implementing safety protocols to protect employees and consumers during production and distribution. 20 | P a g e 1.2 DifferentiateIbetweenIunstructuredIandIsemistructuredIdataIwithinIan Organization. Semi-Structured Data The data not organized in to predetermine data structure or data model but still easier to analyze and organize in to predetermined data structure or a data model. Required additional processes to manage these data. Often stored in file systems, legacy systems or as an encoded objects Semi structured data represent around 5% -10% organization data Examples of Semi-Structured Data CSV file, Excel files or any type of flat data files Data stored in FoxPro, paradox or DBASE databases XML, JSON object files . Unstructured Data The data that doesn't fit in to organization’s data structures or data models/databases. Required specialized processes and resources to manage these type of data. Stored within e-mail messages, word processing documents, videos, photos, audio files, presentations, web pages and logs. Can be generated because of human actions or generated by machines or computer systems unstructured data represent around 80% of organization data. 21 | P a g e Examples of Unstructured Data Social media data Text documents Mobile usage data Security, surveillance, and traffic video and images. Sensory data. https://www.astera.com/type/blog/structured-semi-structured-and-unstructured-data/ Properties Semi-structured data Unstructured data Technology It is based on XML/RDF (Resource Description Framework). It is based on character and binary data Transaction management Transaction is adapted from DBMS not matured No transaction management and no concurrency Version management Versioning over tuples or graph is possible Versioned as a whole Flexibility It is more flexible than structured data but less flexible than unstructured data It is more flexible and there is absence of schema Scalability It’s scaling is simpler than structured data It is more scalable. Robustness New technology, not very spread — Query performance Queries over anonymous nodes are possible Only textual queries are possible //When we talking about finally Semi-structured data // 22 | P a g e 1.3 Evaluate the benefits and drawbacks of using application software to handle the business processes Computer and mobile devices are loaded with different kinds of software/ Application /apps, each software has used for various purposes, mainly there is two types of software it is system software and Application software. System software (Operating system, OS) is the programming and coding that is utilized by the various components in the device to communicate with each other. There is millions of commands and instructions. System Software is a program designed to run a computer's hardware and applications and manage its resources, such as its memory, processors, and devices. It also provides a platform for running application software, and application software is typically bundled with a computer's operating system. Application Software is which uses direct user requirements for the purpose of completing certain tasks. This software needs to install separately on the device and it regularly has interfaces to enable communication between the device and the user. Some applications work with databases. This is software that is used for a specific application, so it falls under this category. It is universally assumed that they have many advantages, and you will be hardpressed to find disadvantages for the same because ultimately, the purpose of all these devices is to perform many tasks with their help. Advantages Consistency in operations Low operation costs Increased productivity Reduced time to performing tasks Minimal human error Short turnaround time Increased efficiency Availability of metrics Biggest advantage is the they meet exact needs user requirement. Since they are designed specifically with one purpose in mind, the use knows that he has to use specific software to do his task. Licensed Application software gets regular updates from the developer for security reasons. Additionally, the developer also regularly sends personnel to correct any problems that may arise from time to time. The threat of viruses invading custom-made application is very small, since business that incorporates its can restrict access and can come up with means to protect their network as well. 23 | P a g e Drawbacks Developing application software designed to meet specific purposes can prove to be quite costly for developers. This can affect their budget and their revenue flow. Especially if too much time is spent developing a software that is not general acceptable. Some software that are designed specifically for certain business, may not be compatible with other general software. This is something that can prove to be major stumbling block for many corporations. Developing them is something that take a lot of time, because it need consent communication between the developer and the customer. This delays the entire production process, which can prove to be harmful in some cases. Application software that is used commonly by many people, and then shared online, carries a very real threat of infection by computer virus of other programs, Task 02 2.1 Compare how strategic, tactical and operational decisions are supported within the organization for business decision making process Making decisions is an important part of a business. There are three types of decisions strategic, tactical, and operational. Each level of decision-making needs different types of help from the company. Strategy decisions Strategy decisions are about the direction the enterprise must take to continue to thrive in fulfilling its purpose. These decisions are made by senior management of the organization. Their decisions are mainly based on the increase the organization value and impact of environment. The decisions taken at this level includes Value propositions Defensive or offensive actions against competitors. Investment and disinvestment. Expansions or Diversification decisions. Mergers, acquisitions, partnerships, alliances, collaborations decisions Policies, Regulations and code of conducts decisions 24 | P a g e Characteristic of strategic decisions includes. Unstructured. Long term Unfamiliar High risk Impact entire organization Depend on both internal and external data. Effectiveness oriented Infrequent Strategic managers required information Cover entire organization. Lengthy timeframe Highly summarized Heavily visualized. Must be able to customized rearrange dimensions BI system provide ability for simulate, provides predictive and prescriptive analysis would be added advantage Tactical Decisions Tactics are about the implementation of strategic decisions at a functional or local level. These decisions are made by midlevel managers and these decisions must be align strategic decisions. Most of the time these decisions are depend on the targets or objectives provides by the strategic managers to reach strategic objectives. But tactical managers have ability and freedom to device short term plans to reach the target. These decision may include. Scheduling Resource allocation. Staffing Performance monitoring Short term campaign and decisions Budgeting 8 25 | P a g e Characteristic of tactical decisions includes. Semi structured Medium term Guided Impact on organization unit such as branch, department or project. Intermediate risk. Mostly depend on internal data, minimal use of external data. Both Efficiency and effectiveness oriented. Medium frequency Tactical managers required information Cover business unit Midrange timeframe Summarized Numerical report, minimal data visualization. Should provide some degree of customization for reports BI system mostly comprise of customizable report, little visualizations. Operational Decisions Operational decisions concern how the tactical decisions are to be implemented. These decision are most of the time routine decisions specifically design to reach tactical goals. These decisions may include Discounts amount Number of units for production cycle Machine configurations. Breaks, overtime, and other scheduling decisions Characteristic of operational decisions includes. Structured Short term Rigid Impact on business process such as shop floor, production line Minimal risk. Completely depend on process data. Efficiency oriented. High frequency 26 | P a g e Operational managers required information Cover business process Short timeframe Detailed Numerical report, minimal data visualization. Mostly premade reports BI system mostly comprise of premade reports, very detailed. little to no visualizations When Compare how strategic, tactical and operational decisions are supported within the organization for business decision making process we can summarize is it, there are different types of information systems that can be found in an organization. As most organizations are hierarchical, the way in which the different classes of information systems are categorized tends to follow the hierarchy. These Information Systems are classified based on the type of decisions taken at different levels in the organization. 27 | P a g e Strategic Planning Systems Examples i2 Tools Group ,Logical Tools , Liamasoft, Tactical Systems Examples: Strategic and executional Examples :WMS,TMS,ERP providers are moving more and more into this space Target Usage Warehouse location Plant/manufacturing capacity planning Static route design Inventory level planning Supply chain simulation Target Usage Network –wide , Sk U- level decision Making with regards to Production plans (e.g. Single versus multi –sourcing ) Seasonal inventory build and diagnostics Workforce planning Warehouse inventory positioning Advantages Help a manager make decisions that require much complexity and information. Flexible and easy to alter to represent a specific situation or company. Excellent for “what if” analysis Due to complexity and number of variables, requires data aggregation and simplified assumption. Often difficult to actually implement the recommendations. Requires considerable expertise to use correctly. Time Horizon : yearly , monthly 28 | P a g e Target Usage Advantages Drawbacks Executional Systems What if analysis with results that are directly implementable Relatively easy to change under different business conditions Advantages Ensures Consistency across operation World wide data availability and access Sophisticated , real-time decision making in complex environments (e.g. order picking ,carrier selection) Drawbacks Drawbacks Computationally difficult Requires considerable expertise to use correctly Time Horizon : Weekly , daily Managing warehouses Managing Transportation operation Order management Company operations Other Expensive and timeconsuming to implement Not designed for managers to ask what if questions Difficult to make changes to Time Horizon : Real time 2.2 compare and contrast how various information systems (TPS, MIS, DSS) could be utilized to enhance those decisions with related to key features of BI framework. Justify your answer with relevant to the functionalities of business intelligence. Information system is an integrated set of components for collecting, storing, and processing data and for providing information, knowledge, and digital products. Different organizational levels use different IS for smooth the process. What is the Transaction Processing System (TPS) Transaction Processing Systems are operational-level systems at the bottom of the pyramid. They are usually operated directly by shop floor workers or front line staff, which provide the key data required to support the management of operations. The system mainly tracks the day to day transactions involved in the business. The main objective of a transaction processing system is to collect organizations operational data and answer There are two types of processing Batch Processing In batch processing, group of transactions collected, entered, in a certain time period is processed and produce results Real time Processing Data has to be processed in a stipulated time period (real time). This is required where the results are displayed immediately or in lowest time possible 29 | P a g e TPS Characteristics o o o o o o o o Produce/collect raw data for other systems Used by operational or supervisory level employees or managers Efficiency oriented Design for efficient data insert, update and delete operations. Transaction oriented Reliable Inflexible Decision support limited to pre-made reports or sometimes visualizations Management Information System (MIS) The goals of an MIS are to implement the organizational structure and dynamics of the enterprise for the purpose of managing the organization in a better way and capturing the potential of the information system for competitive advantage. Characteristics of MIS Decision support will be based on a mid-term planning. It should provide a holistic view of the dynamics and the structure of the business unit (Branch, department). It should work as a complete and comprehensive system covering all interconnecting subsystems within the organization. It should be able to make descriptive analysis, with limited degree of predictive analysis, thus providing a competitive advantage. Decision makers can take actions on the basis of such predictions. Target for tactical level management Common output form is report with some limited visualization abilities such as graphs and charts Provides the summery Outputs of TPS will be inputs for MIS Function of MIS 30 | P a g e Reports in MIS Exceptional Reports-Exception reports aggregate unusual conditions and present them separately On-Demand Reports-On-demand reports provide specific information as and when needed. The content of these reports depends on the circumstances and the requesting manager's requirements Trend Reports-Trend reports allow managers to compare the performance of business units or product categories and to evaluate historical results. For example, a sales trend report for a retailer could show the sales of different product categories over a year, broken down by weeks or months. Summery Reports-Summary reports aggregate data by accounting periods, geographic regions, business units or product categories. The reports consolidate information in a format that makes it easy for managers to review and analyze. Role of MIS Based on internal information flows Support relatively structured decisions Inflexible and have little analytical capacity Used by lower and middle managerial levels Deals with the past and present rather than the future Efficiency oriented (Monitor and stream line business process efficiency) Decision Support System (DSS) A Decision Support System can be seen as a knowledge based system, used by senior managers, which facilitates the creation of knowledge and allow its integration into the organization. These systems are often used to analyze existing structured information and allow managers to project the potential effects of their decisions into the future through the question “What if” Role of DSS Support ill-structured or semi-structured decisions Have analytical and/or modeling capacity Used by more senior managerial levels Are concerned with predicting the future Are effectiveness oriented? 31 | P a g e Compare and contrast how various information systems SIMILARITY TPS vs MIS vs DSS-------2mTPS vs MIS vs DSS-------2mMIS vs DSS----------------2m DIFFERENCE Timeframe----------------2mUsers-----------------------2mLevel of Analysis---------2m Transaction Processing System (TPS) perform and record daily routine transactions required to conduct a business such as sales, deposits and payroll. Management Information System (MIS) provides current and historical performance information to aid in planning, controlling and decision making at the management level. Decision Support System (DSS) helps with non-routine decisions that are unique, rapidly changing and not easily specified in advance. Similarities TPS, MIS and DSS are similar to each other as they do not provide long term planning For the organization. TPS answers to routine day-to-day questions and track the flow of daily transactions and MIS and DSS provides answers to mid-term planning such as mid-term budgets analysis and performance analysis respectively. Moreover, TPS, MIS and DSS are similar as they provides information for Executive Support System (ESS) as inputs. ESS will extract summarized information from TPS, MIS and DSS to generate output that allows for sales forecasting. TPS provides information on daily transactions, MIS provides performance information and DSS will help with non-routine decisions. In addition, MIS is similar to DSS in terms of their inputs. MIS and DSS draws input from TPS. The information of daily transactions such as sales and flow of materials that TPS outputs will be used by middle management as inputs for MIS and DSS on top of other internal information. Contrast TPS, MIS and DSS are different from each other as they serve their users indifferent timeframe. TPS provides daily transaction information and thus is used on a day-to-day basis. MIS provides performance information and are used on a periodic basis such as weekly, monthly or quarterly. DSS helps with non-routine decision making that are not easily specified in advance and thus is used as and when there is a situation to make decision. Hence, all three information systems are used on a different time frame. 32 | P a g e Moreover, TPS differs from both MIS and DSS as they serve different users. TPS are used by the operational managers as it provides information on daily transactions required to conduct business. However, MIS and DSS serve the middle managers. MIS and DSS provides reports that can aid the middle managers in decision making. https://www.scribd.com/document/363287131/CompareContrast-TPS-vs-MIS-vs-DSS 33 | P a g e 34 | P a g e 35 | P a g e Grading Rubric Grading Criteria LO1 Discuss business processes and the mechanisms used to support business decision-making. P1 Examine, using examples, the terms ‘Business Process’ and ‘Supporting Processes’. M1 Differentiate between unstructured and semistructured data within an organisation. D1 Evaluate the benefits and drawbacks of using application software as a mechanism for business processing. LO2 Compare the tools and technologies associated with business intelligence functionality P2 Compare the types of support available for business decision-making at varying levels within an organization. M2 Justify, with specific examples, the key features of 36 | P a g e Achieved Feedback business intelligence functionality. D2 Compare and contrast a range of information systems and technologies that can be used to support organisations at operational, tactical and strategic levels. LO3 Demonstrate the use of business intelligence tools and technologies P3 Determine, with examples, what business intelligence is and the tools and techniques associated with it. P4 Design a business intelligence tool, application or interface that can perform a specific task to support problem-solving or decision-making at an advanced level. M3 Customise the design to ensure that it is user friendly and has a functional interface. D3 Provide a critical review of the design in terms of how it meetsa specific user or business requirement and identify 37 | P a g e what customisation has been integrated into the design. LO4 Discuss the impact of business intelligence tools and technologies for effective decision-making purposes and the legal/regulatory context in which they are used P5 Discuss how business intelligence tools can contribute to effective decision-making. P6 Explore the legal issues involved in the secure exploitation of business intelligence tools. M4 Conduct research to identify specific examples of organisations that have used business intelligence tools to enhance or improve operations D4 Evaluate how organisations could use business intelligence to extend their target audience and make them more competitive within the market, taking security legislation into consideration. 38 | P a g e