Exercise 1, Task 1: Use Copilot in Excel to analyze new product line COGS

The Finance team is finalizing Cost of Goods Sold (COGS) estimates for Fabrikam’s new EcoSmart product line. As the team’s lead financial analyst, you’re tasked with verifying the latest COGS data provided by the Operations team and ensuring leadership can easily review the most relevant numbers. Leadership wants to understand which product features or materials are driving higher production costs so they can evaluate where to optimize suppliers or production processes.

To accomplish these goals, you plan to use Microsoft Copilot in Excel to go beyond sorting and filtering. You want to analyze patterns in the COGS data, identify top cost drivers, and generate a summary of insights that can be shared with the Operations team.

This task reflects how financial analysts actually work, focusing on both insights and data manipulation. It shows how Copilot can analyze data contextually, uncover relationships or anomalies, and produce a management-ready summary in minutes.

Using Copilot in Excel

Excel provides two ways to use Copilot: standard Copilot prompts for asking questions and getting insights about the data in the workbook, and Edit with Copilot in the Copilot pane for making direct, in‑place changes to worksheets, tables, and formulas.

  • You should use Copilot’s standard prompts in Excel for quick questions, simple summaries, or one‑off insights about the data you’re already viewing. When using the Copilot pane, if you enter a prompt without selecting Edit with Copilot, Copilot responds in a chat‑style mode that generates suggestions or content separately, rather than making direct, in‑place changes to the workbook.

  • You should use Edit with Copilot when you want Copilot to work directly with the worksheet—such as cleaning data, adding formulas, restructuring tables, or making iterative, in‑place changes. Edit with Copilot is designed for hands‑on data work, so it understands the structure of the sheet and can apply changes directly, rather than just describing what you could do.

In summary, use chat‑style Copilot for thinking and generating ideas; use Edit with Copilot for hands‑on editing inside the file. Edit with Copilot proposes specific changes (formulas, columns, cleanup steps) and, once you confirm, it applies those changes directly to the worksheet rather than expecting the user to explicitly apply them through copy and paste.

This task uses the Edit with Copilot functionality.

In addition, Copilot for Excel provides a response control selector that lets you choose which AI model Copilot uses to work with your workbook. You can leave this set to Auto (the default option) and let Copilot select a model for you, or choose a specific model when you want to influence how Copilot approaches the task.

If you’ve used Copilot Chat, you know that it also includes a response control selector. However, its options are different from the Excel selector. In Copilot Chat, the selector controls how deeply Copilot reasons about your request. In Excel, the selector controls which AI model performs the work. Although these selectors might appear to be similar, they control different aspects of Copilot and aren’t the same setting.

This task uses the default Auto selector mode.

Perform the following steps to complete this task:

  1. Select the following link to download the EcoSmart COGS Estimates.xlsx file. Store the file in your OneDrive account for use by Copilot in your tenant.

  2. In your Microsoft Edge browser, sign in to the Microsoft 365 home page (https://www.microsoft365.com), select Apps in the navigation pane, and then select Excel from the Apps menu.

  3. In Excel for the web, select the Upload a file button, navigate to your OneDrive, and then select the EcoSmart COGS Estimates spreadsheet.

  4. On the Home tab ribbon, select Copilot. In the Copilot pane, leave the response mode selector set to Auto. Then verify the Edit with Copilot icon appears in the prompt field next to the plus (+) sign. If you don’t see it, select the plus sign and then select Edit with Copilot in the drop-down menu. The icon should now appear in the prompt field.

  5. In the Copilot pane, ask Copilot to analyze the data to help you understand the dataset. Submit the following prompt:

[!NOTE] For this first prompt, we’ve provided the text so you can see what an effective prompt looks like when it incorporates the four key elements discussed in the Introduction unit. You must write all remaining prompts in this exercise, but in doing so, you can use this prompt as a model to emulate._

I’m a financial analyst for Fabrikam. I was asked to analyze the EcoSmart COGS Estimates spreadsheet for Fabrikam’s new EcoSmart product line. Can you please review the dataset in this spreadsheet and provide two things in a new sheet: (1) a clear description of each key column and its purpose, and (2) a list of any missing or inconsistent data points that could affect accuracy. Present your findings in a concise, structured format in a new sheet.

  1. Review the results in the new sheet and then select Sheet1 to return to the dataset. Your next task is to identify cost trends. Ask Copilot to find patterns in the data and summarize which product features or components have the highest average COGS. Ask it to return the results in a new sheet.

  2. Review the results in the new sheet containing a COGS pattern analysis. Stay in this sheet for this next request. You now want Copilot to identify any anomalies in the COGS data. Ask Copilot to look for any outliers or anomalies in the COGS data that could indicate data errors or unusually high material costs. Ask it to return the results in a new sheet.

  3. Review the results in the new sheet containing the outlier analysis and then select Sheet1 to return to the dataset. You now want to ask Copilot to generate a brief summary report of the top three cost drivers and any opportunities to reduce costs. Ask it to return the results in a new sheet.

  4. Review the results in the new sheet containing the cost driver summary and then select Sheet1 to return to the dataset. Finally, ask Copilot to create a bar chart that shows the top five product features by average COGS. Ask it to return the results in a new sheet.

  5. You plan to reference these findings in a future meeting with your Finance Manager to discuss next steps.