GF585 Unit 10 Linen Service Annual Planning Report Example

Reviewed by Chester Goodwin, MBA Strategic Financial Planning and Forecasting Analytics Purdue University Global Free custom sample in 24 to 48h

This GF585 Unit 10 planning report puts next year's answer for a composite commercial linen service on its first page. Purdue Global GF 585, Strategic Financial Planning and Forecasting Analytics, closes the MS in Finance planning course with a report written for executives who may read only that page. Five sentences carry it: revenue of $17.16 million and EBITDA of $2.74 million, a range of $1.94 to $2.91 million, hotel pounds per account as the input that matters most, last year's forecast running 4.55 percent high with three fixes adopted, and a request to approve by May 15 a partial second shift that starts only if June volume passes 505,000 pounds a week.

CourseGF585 Strategic Financial Planning and Forecasting Analytics
UnitUnit 10
Paper typePlanning report
LengthAbout 1,160 words, 7 pages double-spaced
FormatAPA 7 student paper
SchoolPurdue University Global
ProgramMS in Finance
UpdatedOctober 2026

Free sample paper for GF585 Unit 10

1

The Answer on Page One: A Unit 10 Planning Report for a Commercial Linen Service

[Student Name]

Purdue University Global

GF585: Strategic Financial Planning and Forecasting Analytics

Unit 10 Planning Report

[Instructor Name]

[Date]

The linen service, its forecast, scenarios, sensitivity results and decisions are composite and illustrative; the articles and books cited are real.

What this part is doingListing the five page-one statements in the lead shows the report is built for a reader who stops after one page.
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Page One: The Answer

Next year's revenue is forecast at $17.16 million, up 5.9 percent, with EBITDA of $2.74 million. Across a plausible downside and upside, EBITDA ranges from $1.94 million to $2.91 million. Hotel pounds per account move the result more than any other input, more than gas prices. Last year's forecast ran 4.55 percent high, mostly because it took the sales plan at face value, and this forecast discounts the pipeline and updates occupancy monthly. We ask the executive team to approve, by May 15, a contingent partial second shift for July through September, to start only if June volume passes 505,000 pounds a week.

Every figure on page one can be traced to one exhibit later in the report and to one cell in the workbook, so a reader who doubts a number can check it in under a minute.

What this part is doingThe highlighted sentence states the report's reliability promise, which matters most to a reader who will act on page one alone.
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The Forecast

The forecast grows because more clinics are signing, not because the business is assumed to grow at a set rate. It is built from three things managers already track each week: how many accounts we serve, how many pounds each sends and what each pound is billed.

Hotels start the year at 140 accounts and lose one a quarter, as they have in each of the last three years. Their volume follows the usual seasonal pattern, highest in the third quarter, with a 1.5 percent lift from the tourism bureau's occupancy outlook. Renewing hotels pay a cent and a half more per pound from April. Clinics and hospitals add two accounts a month from February, ending the year at 107, and their contracts rise 3.0 percent in January under existing clauses.

Quarterly revenue runs $3.79 million, $4.43 million, $4.70 million and $4.25 million. Healthcare reaches 30.3 percent of revenue, up from 27.6 percent, which moves the company toward the board's 40 percent goal on the current plant. A trend projection of past growth would have put revenue at $16.87 million; the difference is the faster clinic pipeline.

One operating fact matters more than the revenue figure. In the third quarter the plant would wash 520,256 pounds weekly, leaving no room on the single shift for any summer surprise.

The Range

Three cases describe the year, and each comes with an action.

In the downside, a tourism slump cuts hotel volume 6 percent below last year, hotels refuse the April increase and pay more slowly, two hotel accounts a quarter are lost, clinic signings halve and gas rises to $1.25. EBITDA falls to $1.94 million, and cash falls further, because about $297,000 more is tied up in slower receivables. Management would defer the $640,000 tunnel washer, hold routes at 23 and move hotels to weekly billing.

In the upside, occupancy runs 3 percent above last year and clinics sign three a month. EBITDA reaches $2.91 million, but the plant would need to wash 534,312 pounds a week in the third quarter, about 14,300 more than one shift allows. Management would staff the partial second shift.

The base case sits between them, and the washer proceeds in the fourth quarter. Each case is reached by several assumptions moving together. Testing occupancy alone would have suggested a mild downside; combined with the price, account and collection changes that travel with it, the downside is about $450,000 worse.

What Moves the Result

Seven inputs were tested for how much EBITDA they would remove in a normal bad year. Hotel pounds per account rank first, at about $340,000, followed by plant productivity, wages, linen loss and, fifth, gas. Gas is volatile but small in the cost base. Hotel price responds most steeply, yet ranks sixth because renewal contracts keep it in a narrow band.

The practical result is a single monthly figure. Hotel pounds per account, taken from route sheets beside the tourism bureau's room-night report, is the earliest and best signal of which case is arriving.

Last Year's Forecast and What Changed

Last year's forecast promised $16.98 million and delivered $16.21 million, a miss of $771,888. Four fewer hotel accounts than planned explain $344,500, lower hotel volume per account $227,500, a renewal price concession traded for longer contracts $94,640, and two clinic openings that slipped past year end $105,248. EBITDA fell about $252,000 short.

The miss was not random. The forecast ran high in ten of twelve months, and the summer carried about 69 percent of the gap. Mean absolute and mean signed percentage errors were nearly equal, 4.73 and 4.61 percent, which shows a lean rather than noise. Forecasts that rest on plans rather than evidence tend to lean this way (Makridakis et al., 2009). This forecast makes three changes: pipeline signings enter at about half their stated value, occupancy is updated monthly from actual reports, and the signed error is reported each month so a lean is visible within a quarter.

What this part is doingPlacing the accuracy review in the body, not an appendix, shows the report expects to be trusted because it admits its record.
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Recommendations

Each recommendation has an owner, a date and a trigger.

1. Approve a contingent partial second shift. Owner: plant manager. Decision by May 15, so hiring and training can finish by July. Trigger: average June volume above 505,000 pounds a week. Cost: about $28,000 a month for three months.

2. Hold the tunnel washer decision until August. Owner: chief financial officer. Trigger: proceed if year-to-date EBITDA is within 5 percent of the base case; defer if the downside signposts appear.

3. Report hotel pounds per account monthly. Owner: financial planning analyst. Starting with the January close, beside occupancy and the signed forecast error.

4. Move slow-paying hotels to weekly billing. Owner: controller. Trigger: days sales outstanding above 46 for two consecutive months.

Plans that tie actions to triggers rather than to a fixed annual number tend to adjust faster when conditions change, which is the case for budgeting by rolling review rather than once a year (Hope & Fraser, 2003).

How the Report Was Organized

The report puts conclusions first and methods only where a reader would question a figure. Each section opens with its finding, so a manager reading only first sentences still receives the argument. That structure, the answer before the reasoning, is the standard advice for business reports written to support a decision (Minto, 2009). Spreadsheet vocabulary was left out of the body; drivers are described as accounts, pounds and price.

Appendix: Reconciliation

The appendix lists every figure in the body with its source cell in the workbook: base revenue and EBITDA from the output sheet, scenario results from the scenario sheet, the sensitivity ranking from the sensitivity sheet, and last year's bridge and error measures from the variance sheet. The workbook's own checks, segment sums and the capacity flag, pass in all three cases.

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References

Hope, J., & Fraser, R. (2003). Beyond budgeting: How managers can break free from the annual performance trap. Harvard Business School Press.

Makridakis, S., Hogarth, R. M., & Gaba, A. (2009). Forecasting and uncertainty in the economic and business world. International Journal of Forecasting, 25(4), 794-812. https://doi.org/10.1016/j.ijforecast.2009.05.012

Minto, B. (2009). The pyramid principle: Logic in writing and thinking (3rd ed.). Pearson Education.

The Purdue Global GF585 Unit 10 instructions

The final GF585 assignment brings the course's work together in a report for decision makers, usually with the workbook attached. Put the answer on page one in a handful of sentences: the forecast, the range, the input that matters most, last year's accuracy and the decision you need. Open each body section with its finding, then give the evidence. Explain the forecast in operating terms rather than spreadsheet terms. Present scenarios as a range with actions attached. Reduce sensitivity work to the input and the monthly figure that tracks it. Include last year's forecast error in the body with what changed. Give every recommendation an owner, a date and a trigger. Close with an appendix that maps each figure in the text to its source in the workbook. Cite planning and communication sources in APA 7.

Inside the GF585 Unit 10 example

A five-sentence first page states the forecast, the range, the key input, last year's error and the shift request, and the highlighted sentence promises traceability. The forecast section explains growth through clinic signings, hotel attrition and April prices, with quarterly revenue and the third-quarter volume of 520,256 pounds. The range section describes the downside and upside as years with actions. A short sensitivity section names hotel pounds per account as the figure to watch. The accuracy section reports the $771,888 miss, its four pieces and its lean, citing Makridakis and colleagues. Four recommendations carry owners, dates, triggers and costs, citing Hope and Fraser on trigger-based planning. A section cites Minto on placing the answer first, and an appendix reconciliation closes the report.

Reading the GF585 Unit 10 grading rubric

The GF585 capstone rubric weights page one heavily, rewarding a reader who stops there still receiving the forecast, the range, the key risk, the record and the request. Body sections earn their points when each opens with its finding and supports it with one exhibit. Graders check that scenarios come with actions and that sensitivity is reduced to something a manager can monitor. Placing last year's error in the body, with the changes made, counts for credibility as well as completeness. Instructors in the MS in Finance program look for recommendations that name an owner, a date and a trigger. A reconciliation appendix connecting each figure to the workbook shows rigor. Makridakis and colleagues, Hope and Fraser and Minto, cited in APA 7, complete the source expectation.

Common GF585 Unit 10 mistakes, and how to avoid them

GF585 Unit 10 reports often follow the order the work was done, so the answer appears on page nine. Others paste the previous units together with their original headings and spreadsheet terms. Scenarios appear as three columns with no actions. Sensitivity sections reprint full tables rather than naming the input that matters. Last year's error is omitted or moved to an appendix, which invites the question it avoids. Recommendations arrive without an owner or a trigger, leaving the timing of each step unclear. Figures in the text cannot be traced to the workbook. Whatever business your course followed, keep the sequence: the answer on page one, findings first in every section, operating language, a range with actions, one key input, last year's accuracy, triggered recommendations and a reconciliation appendix.

Get a GF585 Unit 10 example written to your instructions

Send the model and earlier unit work your GF585 Unit 10 prompt draws on, the report length or template required, and the rubric. The custom report leads with its conclusion, explains drivers plainly, admits prior forecast error and attaches triggers and owners to each recommendation, with every figure traced to the file. First sample free, 24-48h. The paper above is an original model document written by our desk, not a submitted student paper and not an official Purdue University Global document.

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GF585 Unit 10 questions, answered

Should the report include the whole model?

The workbook usually travels with the report as a separate file, and the report refers to it. The sample puts only a driver summary and a reconciliation table in its appendix, so a reader can find any figure without opening the file. If your section wants the model printed, place it last, after the recommendation, where it supports the text rather than interrupting it.

How much should last year's forecast error feature?

Enough that a reader sees it, its size and what changed. The sample gives it one page in the body: the 4.55 percent lean, the months that drove it and the new occupancy data source. Leaving it out invites the question anyway, usually at a worse moment. Instructors in forecasting courses tend to reward candor about error more than a flawless-looking plan.

How precise should figures in the text be?

As precise as the decision needs and the inputs allow. The sample reports EBITDA as 2.74 million rather than to the dollar, because the drivers behind it are estimates. Exact figures stay in the workbook and the appendix. Spurious precision in a planning report reads as false confidence, and a management reader discounts it accordingly.

Where can I find a free GF585 Unit 10 sample paper?

You can read a complete GF585 Unit 10 planning report for a linen service on this page, with a five-sentence first page, scenarios with actions, an accuracy review, triggered recommendations and APA 7 references.

Why does the second shift depend on June volume?

Third-quarter volume in the base case reaches the plant's limit, but only the upside exceeds it. Waiting for June's actual volume lets the company staff the shift only if summer is running hot, while a May decision leaves time to hire.