Category: Supply Chain

  • Forecasting and inventory optimization model

    Project Description

    • Student Groups will be provided with raw data in Excel that identifies products, product families, warehouses, transportation costs, product level COGS and margin. Historical demand for each product will also be provided. Groups will be required to analyze the data and develop the following:
    • Select a forecasting method and develop a sales forecast.
    • Analyze the data and develop an ABC analysis. The analysis might best be performed in more than one way. Scenario 1 would involve optimization of Margin, while scenario 2 is to optimize revenue. An additional segmentation approach incorporating concepts of data fit to forecasting is added to create a multifaceted segmentation approach called ABC/XYZ.
    • Develop safety stock strategies and calculate safety stocks, EOQ, and reorder points.
    • Evaluate the effect of changes in lead times & cost based upon choice of transportation method (air and sea). Based upon this analysis, we determine the best shipping methods, at the item level to optimize the groups result in terms of effects on inventory, revenue, and margin optimization.
    • Develop target inventory levels and assess how various levels of inventory and service levels impact margin and revenue optimization.Key Outputs and Assumptions (Example will be updated prior to Milestone 2)
      • Organizations Gross Margin Objective is 36% to 42%
      • Key statistics of this Base Case:

      This is the Base Case that students need to create and hit tolerances identified in the Rubric and instructions. Essentially, the Student Groups need to develop a base case that comes with +/- .5% of the forecast growth from 2023 to 2024 and develop a target inventory value with +/- 15% of Professor Browns developed target.

        1. The Base requires an increase of 9% in the forecast value of total order opportunity.
        2. Last years Sales Orders Totaled $557.4M and in the base case could not fulfill 5% of these orders.
        3. This Years Forecasted Sales Orders total xxxxxxxM and total net revenue at 95% service level is xxxxxxM
        4. Target inventory in the base case with safety stock at a 95% service level is $xxxxxx for your forecasted revenue at 95% service level.
    • Students can assume a 10% increase in Forecast Order Value, as compared to last year. That should be distributed proportionally across the product portfolio. Hint: See price increase assumption and please factor that into your overall sales forecast.
    • Revenue Growth (Hint you can manage the level of revenue growth based upon safety stock service levels, and some level of slight lift that is incorporated into the forecast) from last year is a requirement. However, what is the impact of different levels of revenue growth on margin. Sales history is based upon actual orders. At a 95% service level we can assume, for the purposes of your model, that 5% of the revenue based upon last year’s orders was lost. This should be deducted from last year’s revenue and corresponding margin. As you develop your safety stocks at an SKU level you can manage the lost sales vs margin uplift (lower service level means more lost sales, but less holding costs, while higher service levels will produce the opposite reaction.
    • Aggregate Target inventory level will be provided by Professor Brown. Each student group needs to develop a base case that represents your calculated target inventory. Professor Brown has identified a notional target inventory for each data set. Students are to develop a base case with their target inventory. The target inventory should be within +/-15% of the target provided by Professor Brown
    • Holding costs can be assumed to be 35% of the Cost of Goods Sold, herein referred to as COGS.
    • Order costs can be assumed to be $1000 per order.
    • Current product price as developed based upon COGS and Margins is to serve as the base case.
    • When air is used in place of Sea the lead time can be assumed to be reduced by 42 days and the cost is increased by 30%
    • All freight is priced in COGS, with the freight method as designated in the spreadsheet. If you choose to adjust the freight method then COGS will need to be adjusted. NOTE: This is an optimization scenario that the student does not need to model but can receive extra credit if successfully modeled.
    • That part of COGS that represents the Freight Cost is identified for each product based upon the indicated freight mode (sea vs air).
    • If you model the cost effect of the change in the freight mode assume 4X the cost from Sea to Air and a reduction of 30% from Air to Sea.
    • Assumed prices will increase by 4% in the coming year.
    • Assumed cost of goods sold will increase by 4% per unit in the coming year.
    • Excel Spreadsheet is being provided. It is expected that data analysis techniques such as pivot tables will be needed to summarize the results of different service and inventory strategies.
    • Optimization strategies need to include separate analysis for revenue and margin.

    Requirements:

  • Forecasting and inventory optimization model

    Project Description

    • Student Groups will be provided with raw data in Excel that identifies products, product families, warehouses, transportation costs, product level COGS and margin. Historical demand for each product will also be provided. Groups will be required to analyze the data and develop the following:
    • Select a forecasting method and develop a sales forecast.
    • Analyze the data and develop an ABC analysis. The analysis might best be performed in more than one way. Scenario 1 would involve optimization of Margin, while scenario 2 is to optimize revenue. An additional segmentation approach incorporating concepts of data fit to forecasting is added to create a multifaceted segmentation approach called ABC/XYZ.
    • Develop safety stock strategies and calculate safety stocks, EOQ, and reorder points.
    • Evaluate the effect of changes in lead times & cost based upon choice of transportation method (air and sea). Based upon this analysis, we determine the best shipping methods, at the item level to optimize the groups result in terms of effects on inventory, revenue, and margin optimization.
    • Develop target inventory levels and assess how various levels of inventory and service levels impact margin and revenue optimization.Key Outputs and Assumptions (Example will be updated prior to Milestone 2)
      • Organizations Gross Margin Objective is 36% to 42%
      • Key statistics of this Base Case:

      This is the Base Case that students need to create and hit tolerances identified in the Rubric and instructions. Essentially, the Student Groups need to develop a base case that comes with +/- .5% of the forecast growth from 2023 to 2024 and develop a target inventory value with +/- 15% of Professor Browns developed target.

        1. The Base requires an increase of 9% in the forecast value of total order opportunity.
        2. Last years Sales Orders Totaled $557.4M and in the base case could not fulfill 5% of these orders.
        3. This Years Forecasted Sales Orders total xxxxxxxM and total net revenue at 95% service level is xxxxxxM
        4. Target inventory in the base case with safety stock at a 95% service level is $xxxxxx for your forecasted revenue at 95% service level.
    • Students can assume a 10% increase in Forecast Order Value, as compared to last year. That should be distributed proportionally across the product portfolio. Hint: See price increase assumption and please factor that into your overall sales forecast.
    • Revenue Growth (Hint you can manage the level of revenue growth based upon safety stock service levels, and some level of slight lift that is incorporated into the forecast) from last year is a requirement. However, what is the impact of different levels of revenue growth on margin. Sales history is based upon actual orders. At a 95% service level we can assume, for the purposes of your model, that 5% of the revenue based upon last year’s orders was lost. This should be deducted from last year’s revenue and corresponding margin. As you develop your safety stocks at an SKU level you can manage the lost sales vs margin uplift (lower service level means more lost sales, but less holding costs, while higher service levels will produce the opposite reaction.
    • Aggregate Target inventory level will be provided by Professor Brown. Each student group needs to develop a base case that represents your calculated target inventory. Professor Brown has identified a notional target inventory for each data set. Students are to develop a base case with their target inventory. The target inventory should be within +/-15% of the target provided by Professor Brown
    • Holding costs can be assumed to be 35% of the Cost of Goods Sold, herein referred to as COGS.
    • Order costs can be assumed to be $1000 per order.
    • Current product price as developed based upon COGS and Margins is to serve as the base case.
    • When air is used in place of Sea the lead time can be assumed to be reduced by 42 days and the cost is increased by 30%
    • All freight is priced in COGS, with the freight method as designated in the spreadsheet. If you choose to adjust the freight method then COGS will need to be adjusted. NOTE: This is an optimization scenario that the student does not need to model but can receive extra credit if successfully modeled.
    • That part of COGS that represents the Freight Cost is identified for each product based upon the indicated freight mode (sea vs air).
    • If you model the cost effect of the change in the freight mode assume 4X the cost from Sea to Air and a reduction of 30% from Air to Sea.
    • Assumed prices will increase by 4% in the coming year.
    • Assumed cost of goods sold will increase by 4% per unit in the coming year.
    • Excel Spreadsheet is being provided. It is expected that data analysis techniques such as pivot tables will be needed to summarize the results of different service and inventory strategies.
    • Optimization strategies need to include separate analysis for revenue and margin.

    Requirements:

  • Story map

    choose a product or service with a global supply chain as a case study for the assignment. The chosen product or service must have at least one element or function of the supply chain located in UAE. At the minimum, the local supply chain element can include the UAE as the final destination or customer for the given product or service. The students will use visual graphics to map the supply chain and its various elements and write a 1,200-1,500-word risk assessment for the product or service.

    Attached Files (PDF/DOCX): Example.pdf, HLS 310 – Assessment A 1.pdf

    Note: Content extraction from these files is restricted, please review them manually.

  • Supply Chain Question

    1. DEFM310

    Instructions

    Assignment Directions:

    Describe several historical legislative acts that have institutionalized better business practices within the DoD acquisition community.

    Here is a link to .

    After reviewing the Best Business Practices, find one that you find to be the most important and write about why it is so important.

    Submission Instructions:

    Write a two-page paper, plus the title page and a reference page.

    Writing Instructions (Please do read this):

    • Written communication: Written communication is free of errors that detract from the overall message.
    • APA formatting: Resources and citations are formatted according to APA style and formatting.
    • Length of paper: typed, double-spaced pages with no less than a two-page paper.
    • Font and font size: Times New Roman, 12 point.

    2. RLMT301

    Instructions

    Assignment Directions:

    Write a two-page paper on how circular recycling systems contribute to lowering greenhouse gas emissions compared to traditional linear waste management practices.

    Submission Instructions:

    • A 2-3 page Word Document
    • Must include a title page, abstract, and references. These are not counted in the page count.

    Requirements: in the description

  • I need from u complete for me this project without AI 100 hu…

    Please make sure to do it very well it is very high grades. You will find all details attached. Also, I need paper not slides I want to be very good report. if u have any question let me know and make sure to be 0 AI please check everything very well

    Requirements: Very well

  • its a case study

    I am uploading the excel files and the case please make sure to do it perfectly it has high percentage please make sure too use exact functions in excel and correct answers

    Requirements: long

  • All in the attachments

    Basically assignment 2 is base of what was submitted in week 1. I have attached week 1 assignment

    Requirements: 3 pages

  • Operating a company

    This week you will select a company of your choice that was in operation in 2020 and continue to this day. And create a diagram of its global/international shipping and receiving operations along with your personal description of what is flowing from one point to the next point.

    Instructions:

    Read the course materials for this week to include Chapter 10 of the Hugos textbook and the Week 6 lesson. Select a company with global/international shipping and receiving operations using our online library and/or Internet. The company must be in operation from 2020 to this year. The 3-4 page paper should include the following:

    1. State the purpose and background of the company, and include a web link.

    2. Discuss the role(s) of the company within the retail supply chain. BigHint: Include a diagram of the retail supply chain. An example is provided on page 20 of the Hugos textbook.

    3. Discuss the shipping and receiving operations of the company. Hint: Include a diagram of the operations using a process flow. An example is provided on page 166 of the Hugos textbook.

    4. Identify 3 possible problems or issues you see in the companys operations.

    5. Discuss 3 solutions to these problems or issues.

    NOTE: Try to reach the company on their Contact Us web link if they have one. Most companies do have such a link.

    Please remember to include a title page, in-text citations, and reference page in APA style. The title page and reference page are not included in the page count.

    Requirements: 5 pages

  • Global geopolitical unrest impacts on supply chains

    No instructions provided

    Attached Files (PDF/DOCX): 26-RKC-GSCM_assessment_brief_25-26-T3.docx

    Note: Content extraction from these files is restricted, please review them manually.

  • Supply Chain Question

    1.

    Assignment Directions:

    Describe the roles and responsibilities of the Executive Branch, Congress, and defense industry in Defense Acquisition, and where defense acquisition authority is derived. For this paper, you will need to find an article in the library that relates to the roles and responsibilities of at least one branch of government where acquisition authority is derived.

    Write a two-page paper, plus the title page and a reference page.

    Writing Instructions (Please do read this):

    • Written communication: Written communication is free of errors that detract from the overall message.
    • APA formatting: Resources and citations are formatted according to APA style and formatting.
    • Length of paper: typed, double-spaced pages with no less than a two-page paper.
    • Font and font size: Times New Roman, 12 point

    2.

    Assignment Directions:

    Write a two-page paper on the common elements between forward and reverse logistics.

    Submission Instructions:

    • A 23-page Word Document
    • Must include a title page, abstract, and references. These are not counted in the page count.

    Requirements: in the description