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Finance

Reduce Inventory in A Manufacturing Company

Do you know how you can reduce inventory working for a manufacturing company?

Inventory management is crucial for manufacturing companies looking to optimize their cash flows and improve their bottom line. Keeping excessive inventory can tie up cash, increase storage costs, and lead to the obsolescence of products.

As a finance professional, it’s essential to implement effective inventory management strategies to reduce inventories and improve profitability. Here, I will discuss five finance-led propositions to consider when working for a manufacturing company to help reduce inventories and the top 10 inventory KPIs.

Top 10 Inventory KPIs

Here are the top 10 Inventory KPIs.

#1: Average Inventory

Description: Amount of inventory a company has on hand during a period.
Formula: Average inventory = (Beginning inventory + Ending inventory) / 2

#2: Days on Hand

Description: Days on hand (DOH) is the average days before inventory is sold.
Formula: Days of inventory on hand = (Average inventory for period / Cost of sales for a period) x 365

#3: Stock-to-Sales Ratio

Description: Stock-to-sales ratio is the measure of the inventory amount in storage versus the number of sales. This broad calculation can be used to adjust the stock to maintain high margins.
Formula: Stock to sales ratio = Inventory value / Sales value

#4: Cost of Carry

Description: Percentage of total inventory value a company pays to maintain inventory in storage.
Formula: (Inventory Service Costs + Inventory Risk Costs + Capital Cost + Storage Cost) / Total Inventory Value

#5: Backorder Rate

Description: Tracks the number of delayed orders due to stockouts.
Formula: Backorder rate = (Number of Undeliverable Orders / Total Number of Orders)

#6: Sell-through Rate

Description: Comparison of the inventory amount sold and the amount of inventory received from a manufacturer.
Formula: Number of units sold / number of units received

#7: Scrap Rate

Description: Measures the quality of the inventory and is used to decrease the non-quality costs.
Formula: Scrap expenses over the period / Average inventory over the period

#8: Time to receive

Description: Measures the efficiency of the stock-receiving process.
Formula: Time for stock validation + Time to add stock to records + Time to prep stock for storage

#9: Inventory Shrinkage

Description: Measures the shrinkage due to damage, miscounts, and fraud.
Formula: Ending inventory value – Physically counted inventory value

#10: Dead Stock

Description: Dead stock is inventory no one wants to buy. Measures efficiency of the supply chain.
Formula: Amount of unsellable stock in period / Amount of available stock in the period

Table of the Top 10 Inventory KPIs

Top Five Finance-Led Propositions to Reduce Inventory

Here are the top five propositions to reduce inventory.

Analyze Inventory Turnover Ratios

The first step towards reducing inventories is to analyze inventory turnover ratios. This ratio helps identify slow-moving or obsolete inventory, enabling you to make informed decisions regarding inventory management.

How to implement it?

First, to implement this strategy, you need to calculate inventory turnover ratios for different inventory categories. Then, identify slow-moving/obsolete inventory, and take measures to reduce inventory levels, such as offering discounts or promotions or liquidating inventory.

Implement Vendor-Managed Inventory

Another strategy to reduce inventories is to implement vendor-managed inventory (VMI). VMI involves the supplier managing inventory levels, reducing the need for your company to hold excess inventory.

How to implement it?

To implement this strategy, you need to identify key suppliers, establish VMI agreements with them, and work with suppliers to develop accurate demand forecasts and inventory management plans. Finally, to continuously monitor inventory levels and supplier performance.

Use Inventory Financing

Inventory financing is another effective strategy to reduce inventories. It allows you to use inventory as collateral to obtain financing, lowering the need for excess inventory and providing working capital to fund operations.

How to implement it?

To implement this strategy, you need to evaluate inventory financing options, choose a suitable financing provider, use inventory as collateral to obtain financing, and continuously monitor inventory levels to ensure sufficient collateral and timely repayment of the loan.

Implement ABC Analysis

ABC analysis involves categorizing inventory items based on their relative importance and value. That allows you to allocate resources and manage inventory levels more efficiently.

How to implement it?

To implement this strategy, you need to categorize inventory items into A, B, and C categories based on their relative importance and value. Also, set inventory targets for each category, and implement measures to reduce inventory levels for lower-value items, such as reducing safety stock levels or using just-in-time inventory management.

Implement Consignment Inventory

Consignment inventory involves storing inventory at a customer’s location until it is sold, reducing the need for the seller to hold excess inventory and improving cash flow.

How to implement it?

To implement this strategy, you need to identify suitable customers for consignment inventory arrangements and establish a consignment inventory agreement with customers outlining the terms and conditions of the arrangement. Also, continuously monitor inventory levels and customer demand to ensure timely replenishment and efficient inventory management.

The Bottom Line – Reducing Inventory is Essential for A Manufacturing Company

Reducing inventories is crucial for manufacturing companies looking to optimize their cash flows and improve their profitability. Therefore, as a finance professional, implementing effective inventory management strategies is essential to achieve these goals.

Additionally, by analyzing inventory turnover ratios, implementing VMI, using inventory financing, implementing ABC analysis, and consignment inventory, companies can reduce inventories and improve their bottom line.

Therefore, by implementing these strategies, finance professionals can help their manufacturing companies become more competitive, agile, and profitable in today’s challenging market.

Finally, if you want to become a finance professional and leverage your career, you can take my course and the ChatGPT finance guide.

Assessing the performance of finance teams is crucial for any company that wants to ensure its financial health and success. It is essential to identify the strengths and weaknesses of finance teams to improve their overall performance and make informed decisions.

However, evaluating the performance of finance teams can be a challenging task, and it requires a well-planned approach. Here, we will discuss how to assess the performance of finance teams and what factors to consider.

Assessing The Performance of Finance Teams

Here is how you can assess the performance of finance teams.

Establish Clear Goals and Objectives

To assess the performance of finance teams, it is crucial to establish clear goals and objectives that align with the company’s strategic priorities. Furthermore, these goals and objectives should be specific, measurable, achievable, relevant, and time-bound (SMART).

Furthermore, once the goals and objectives are set, they should be communicated to the finance teams and regularly reviewed.

Measure Key Performance Indicators (KPIs)

KPIs are critical metrics that help measure the success of finance teams in achieving their goals and objectives. Some of the commonly used KPIs for finance teams include time to conduct budget and planning process, time to close, reports created per finance employee, and rate of financial report errors.

Moreover, the KPIs should be tracked regularly and reviewed against the set goals and objectives. Grab the high-quality PDF of the top 100 KPIs for finance here.

Time to Conduct Budget and Planning Process

One of the most important financial KPIs for a finance department is the time it takes to conduct the budget and planning process.

Everyone detests creating budgets and plans. Because of this, there is a financial metric to determine how long it takes. So just because there is a time-tracking measure doesn’t imply you can compromise on quality.

How to improve

  • Reduce iterations
  • Use planning tools
  • Make sure you have one single source of truth
  • Communicate targets upfront
  • Don’t start the budget process too early

Time to Close

There never seems to be sufficient time for a close when the quarter is about to end. Everyone constantly sends out emails in a frenzy to ensure all the expenditures are filed.

But, the ability to close fast and effectively is a hallmark of a well-functioning business—or one that makes use of quality financial reporting software.

How to improve

  • Automate as many as possible bookings
  • Limit manual transactions
  • Have a closing checklist
  • Communicate a clear closing plan of all tasks needed to perform before closing
  • Anticipate problems
  • Be pragmatic on small issues

Reports Created per Finance Employee

Although quantity isn’t always preferable to quality, this financial statistic aids in assessing the performance of the finance team and may assist pinpoint areas for development.

You can enhance this finance indicator through the usage of a financial reporting system.

How to improve

  • Eliminate unnecessary information in reports
  • Automate reports
  • Use Bi tools
  • Make sure you have a single source of truth
  • Inquire demand for business
  • Use power query to boost your productivity in excel reports

Rate of Financial Report Errors

Every financial team would want this measure to be zero. It isn’t always the case, though. Similar to the KPI stated before, financial reporting systems may give finance departments the right equipment to complete this task.

How to improve

Each time there is a mistake:

  • Escalate it to the report owner, investigate the reason for the error, and correct the report and the data source
  • Implement a system of validation of data and error checking before the reports are sent
  • Work on data quality

Accounting Payables: Number of Invoices per Employee

The accounting payables KPI measures the number of invoices that have not yet been paid by the company to its vendors or suppliers.

The number of invoices per employee is a metric that calculates the average number of invoices that each employee is responsible for processing and managing within a given period of time. So, this KPI can help finance professionals determine the efficiency of their accounts payable department and identify potential areas for improvement.

How to improve

  • Standardize the process and eliminate exceptions
  • Digitalize invoices
  • Use OCR (Optical Character Recognition) and RPA (Robotic Process Automation) technology to let software read your invoices, recognize the information, match it with your accounting software encoding fields, and book it into your ERP or software tool

FP&A Limit Variance

The deviation of actuals vs budget is a KPI that measures the variance between actual financial performance and the budgeted performance for a given period.

The calculation of this KPI involves comparing the actual financial results with the budgeted amounts and then calculating the difference between them as a percentage or an absolute value.

A positive deviation indicates that the actual performance is better than the budgeted performance. While a negative deviation suggests that the actual performance is worse than the budgeted performance.

How to improve

  • Use a journal of all errors you identify and take into account for the next budget
  • Challenge the models you have used in the past / run your assumptions to your business partners to be closer to reality
  • Use planning tools to automate your planning and enhance your collaboration

Cost of The Finance Function as A Percentage of Sales

The cost of the finance function as a percentage of sales is a KPI that compares the total cost of a company’s finance function (including salaries, overheads, and other expenses) to its total sales revenue, expressed as a percentage.

Moreover, this KPI helps finance professionals to understand the efficiency of the finance function. Also, whether its costs are in line with the company’s overall revenue. A high percentage may indicate that the finance function is consuming a significant portion of the company’s resources, which may be unsustainable in the long run.

On the other hand, a low percentage could suggest that the finance function is not adequately resourced. Then, if it is not adequately resourced it will impact the accuracy and reliability of financial reporting.

How to improve

  • Review your management span and layers
  • Centralize activities
  • Use standardization and then automate processes
  • Get rid of nice-to-have tasks and focus only on critical processes
  • Leverage technology to reduce the manual work

Savings Identified

The savings identified KPI measures the amount of cost savings or cost avoidance opportunities that have been identified by a company’s finance or procurement team during a given period of time.

This is an important metric for assessing the effectiveness of cost management efforts within a company. It helps you identify areas where you can achieve cost savings, such as negotiating better supplier contracts, optimizing procurement processes, or reducing unnecessary expenses.

How to improve

  • Implement a saving plan
  • Give a task to everybody to find 50k savings
  • Use benchmarks
  • Discuss with business partners
  • Review your SaaS costs
  • Reduce consumption of energy

Project Controlling

Project controlling is a KPI that measures the effectiveness of a company’s project management process. It involves monitoring and controlling project activities to ensure that they are completed on time. Additionally, within budget, and to the desired quality standards.

The project controlling KPI typically involves tracking a range of metrics related to project management, including:

  • Budget variance: The difference between the planned budget for a project and the actual budget spent.
  • Schedule variance: The difference between the planned timeline for a project and the actual timeline achieved.
  • Quality variance: The difference between the planned quality standards for a project and the actual quality achieved.
  • Risk management: The effectiveness of the company’s risk management process in identifying, mitigating, and managing project risks.

Annual Satisfaction Survey

The Annual Satisfaction Survey KPI measures the level of satisfaction of employees, customers, or other stakeholders with a company’s products, services, or overall performance over a period of one year.

This KPI typically involves conducting a survey that asks respondents to rate various aspects of the company’s performance, such as customer service, product quality, or employee engagement.

Therefore, you can use the results from the survey to identify areas where the company is performing well and areas where you need to improve.

How to improve

  •  Take any negative point and investigate the root cause and add it to your objectives to solve it

Conduct Regular Performance Reviews

Conducting regular performance reviews is essential to assess the performance of finance teams. Also, these reviews should be objective, constructive, and focused on improving performance. In addition, the reviews should include feedback from team members, stakeholders, and senior management.

Ultimately, regular performance reviews can help identify areas of improvement, address any issues, and set new goals and objectives.

Develop A Professional Development Plan

A professional development plan can help finance teams improve their skills and capabilities, which can lead to better performance.

Furthermore, the plan should include training, coaching, and mentoring programs that align with the goals and objectives of the finance teams. You should also regularly review the plan and update it to ensure that it is effective.

Implement Best Practices

Finance teams should implement best practices that align with the company’s strategic priorities. However, these practices should include process improvements, automation, and standardization of financial processes.

Therefore, the best practices can help improve efficiency, reduce costs, and improve the accuracy of financial reporting.

Conclusion – Assessing The Performance of Finance Teams Will Bring Better Results

Assessing the performance of finance teams is essential for any company that wants to ensure its financial health and success.

However, to assess the performance of finance teams, it is crucial to establish clear goals and objectives, measure key performance indicators, conduct regular performance reviews, develop a professional development plan, and implement best practices.

By following these steps, finance teams can improve their overall performance, which can lead to better financial results for the company.

Finally, if you take my course, you advance your FP&A career to the next level and join a group of successful finance professionals!

Do you know the ways to improve cash as a finance professional?

As a finance professional, one of your key responsibilities is to ensure that your organization has sufficient cash to operate and grow.

However, managing cash can be a challenging task, especially when you are dealing with multiple stakeholders and unpredictable market conditions.

In this blog, we will discuss ten effective ways to improve cash and enhance your company’s financial stability.

10 Ways to Improve Cash as A Finance Professional

If you don’t know where to start, here are ten ways CFOs, finance managers, and other finance professionals can use to improve cash.

#1: Forecast and Adjust Spending

  • Step 1: Review past spending patterns and identify trends.
  • Step 2: Create a detailed budget that aligns with business goals.
  • Step 3: Monitor spending and adjust as needed to stay on track.

#2: Negotiate Better Payment Terms

  • Step 1: Analyze current payment terms with vendors and customers.
  • Step 2: Determine feasible improvements and set negotiation goals.
  • Step 3: Engage in negotiations and secure more favorable terms.

#3: Implement Cash Management Policies

  • Step 1: Establish policies for AR and AP.
  • Step 2: Monitor compliance with policies.
  • Step 3: Regularly review and update policies to ensure effectiveness.

#4: Align Cash Objectives

  • Step 1: Identify objectives for each department.
  • Step 2: Align objectives with the company’s cash goals.
  • Step 3: Establish regular communication to maintain alignment.

#5: Use technology to Improve Cash Flow

  • Step 1: Research available tools.
  • Step 2: Select tools that align with goals.
  • Step 3: Implement and train staff.

#6: Negotiate Payment Facilities

  • Step 1: Identify financing needs.
  • Step 2: Develop a negotiation strategy to secure favorable terms.
  • Step 3: Negotiate and secure payment facilities.

#7: Optimize Working Capital

  • Step 1: Analyze working capital needs.
  • Step 2: Determine the optimal levels of inventory, AR, and AP.
  • Step 3: Implement optimization strategy and track WCR.

#8: Manage Liquidity Performance

  • Step 1: Identify KPIs for liquidity management.
  • Step 2: Set targets for each KPI.
  • Step 3: Identify an action plan to meet the KPI and follow up.

#9: Build Cash Flow Planning

  • Step 1: Establish a cash forecasting model.
  • Step 2: Update the model with actual and new estimates.
  • Step 3: Review the results of the new updates and take action.

#10: Communicate and Educate

  • Step 1: Develop a communication plan that outlines the goals and objectives of cash management.
  • Step 2: Educate employees and stakeholders on the importance of cash management and how they can contribute to its success.
  • Step 3: Regularly monitor understanding and compliance to ensure the company is achieving its cash management objectives.

The Bottom Line – Follow the Tips to Improve Cash in Your Company

To sum up, improving cash flow is a critical component of financial management for any business.

By implementing the ten strategies outlined in this article, finance professionals and managers can optimize their cash flow and enhance their organization’s financial stability.

However, it’s important to regularly monitor and review cash flow to identify areas for improvement and make informed decisions.

Therefore, with a proactive approach to cash management, finance professionals can help their organizations achieve their financial goals and thrive in today’s competitive business landscape.

Summary:

  1. Forecast spending
  2. Negotiate terms
  3. Implement policies
  4. Align objectives
  5. Use technology
  6. Negotiate facilities
  7. Optimize working capital
  8. Manage liquidity performance
  9. Build cash planning
  10. Communicate and educate

Finally, you can learn more about managing your cash and Finance by taking my course just as 300s finance professionals did!

Do you know any ChatGPT use cases for Finance?

ChatGPT is an AI language model that is capable of handling vast amounts of data. Also, it has the ability to provide real-time insights on a variety of topics, including finance.

As a finance professional, you likely understand the importance of data analysis in making informed decisions.

However, traditional methods of data analysis can be time-consuming and prone to errors. That can be the case, especially when dealing with large volumes of data.

ChatGPT can help solve these problems by providing finance professionals with real-time insights that can help them make faster, more informed decisions.

Therefore, in this blog post, we will discuss the importance of ChatGPT for finance professionals. Also, I will provide some examples of how to use it in the industry.

How Did I Master ChatGPT?

Everybody talks about ChatGPT. But nobody tells you how to use it or provides you with ChatGPT use cases for Finance.

Throughout my career, I always used technology as a lever to deliver more valuable work in an efficient way. This helped me get promoted faster than my peers.

In the last weeks, I have been teaching myself how to use ChatGPT. Then I used my 14+ years of experience in Finance to leverage ChatGPT for real use cases in accounting, financial analysis, business partnering, and productivity purposes. And there are so many possibilities!

But I see too many people who don’t know where to start. This is why I want to help. I want to make Finance the first function that leverages AI to its maximum.

Imagine if we become as good at using ChatGPT as we are with Excel!

Why Are ChatGPT Use Cases for Finance So Important?

The finance industry is data-driven, and finance professionals are constantly looking for ways to improve their data analysis capabilities. ChatGPT use cases for finance are becoming increasingly important in this regard for several reasons:

  • Speed: ChatGPT can analyze vast amounts of data much faster than humans. That provides finance professionals with real-time insights that can help them make faster, more informed decisions.
  • Accuracy: Professionals tested ChatGPT on a huge amount of data before releasing it. This makes it more accurate than traditional methods of data analysis, which are prone to human error.
  • Scalability: ChatGPT can analyze large volumes of data. This makes it a scalable solution for finance professionals who need to analyze large datasets.
  • Automation: ChatGPT can automate many tasks that would traditionally require human intervention. That means freeing up time for finance professionals to focus on more complex tasks.
  • Predictive Analytics: ChatGPT can analyze historical data and identify patterns and trends. Doing this enables finance professionals to make predictions about future market conditions and make better investment decisions.

These are some of the reasons why I created this guide for finance professionals.

Cover of ChatGPT for finance guide on an orange background with an illustration.

Examples of ChatGPT Use Cases for Finance

Here are some practical examples of where you can use ChatGPT for finance. Additionally, you can find much more in my 92-page guide.

#1 Example: Financial Analysis

One of the primary applications of ChatGPT in finance is financial analysis. Financial statements such as income statements, balance sheets, and cash flow statements are crucial documents for understanding a company’s financial health.

Furthermore, traditionally, finance professionals would have to manually analyze these statements, identify trends and anomalies, and draw conclusions. However, with ChatGPT, the process is much faster and more accurate.

By inputting financial statements into ChatGPT, the model can quickly analyze the data and provide real-time insights. Such as revenue trends, profitability ratios, and any red flags that are important.

#2: Real Use Case Example

Here is a real-time example of using ChatGPT for finance.

Create agenda for a meeting

  • Having an agenda in a meeting is important because it increases efficiency, improves preparation, encourages participation, and increases accountability. If you need help drafting an agenda for a meeting, ChatGPT can assist you by generating a list of suggested topics based on the meeting’s purpose and attendees.
Prompt:

I want to create an agenda for a meeting with the IT team about pending issues in SAP that are not getting resolved. Can you give me some examples of what should be included?

Transcript of the result:
  1. Overview of the current state of SAP: Give an overview of the current state of SAP, highlighting any ongoing issues, as well as the impact of these issues on the business.
  2. List of pending issues: Provide a detailed list of the pending issues in SAP that have not been resolved. This should include a brief description of the issue, the severity of the issue, and the expected resolution date.
  3. Review of the priority of each issue: Review and prioritize the pending issues in SAP to ensure that the most critical issues are being addressed first.
  4. Review of the progress made on each issue: For each pending issue, review the progress that has been made so far, and identify any roadblocks or challenges that need to be addressed.
  5. Action plan to resolve the issues: Develop an action plan to address the pending issues in SAP, including identifying the responsible parties, outlining the steps that need to be taken to resolve the issues, and establishing timelines for completion.
  6. Roles and responsibilities: Clearly define the roles and responsibilities of each team member involved in resolving the pending issues.
  7. Communication plan: Develop a communication plan to keep all stakeholders informed of the progress being made on the pending issues.
  8. Follow-up and review: Set a timeline for follow-up and review of the progress being made on resolving the pending issues to ensure that the action plan is being executed effectively.

#3: Real Use Case Example

Here is another real-time example of using ChatGPT for finance, more specifically ChatGPT for accounting.

Explain accounting principles to non-finance professionals

  • Accounting principles are already difficult to understand for finance professionals. For non-finance professionals, it’s even harder. However, to ensure compliance with the accounting principles, you need to be able to explain the goals of these principles and what it means for your colleagues. To help you formulate it in a simple manner and the implications for your colleagues, you can use ChatGPT for accounting.
Prompt

Explain asc 606 to my colleague from the sales department.

Transcript of the result:

Certainly! ASC 606 is a new accounting standard that affects how we recognize revenue from the sale of our products and services. The purpose of the standard is to provide a more consistent and comprehensive approach to revenue recognition across all industries, replacing the previous industry-specific revenue recognition guidance.

The standard requires us to follow a five-step process for recognizing revenue:

Identify the contract with the customer: This step requires us to identify the contract with the customer, which can be in the form of a written or oral agreement.

Identify the performance obligations in the contract: This step requires us to identify the performance obligations in the contract, which are the promises to transfer goods or services to the customer.

Determine the transaction price: This step requires us to determine the transaction price, which is the amount of consideration we expect to receive in exchange for transferring the goods or services to the customer.

Allocate the transaction price to the performance obligations: This step requires us to allocate the transaction price to the performance obligations in the contract, based on their relative standalone selling prices.

Recognize revenue when each performance obligation is satisfied: This step requires us to recognize revenue when each performance obligation is satisfied, which is when the customer obtains control of the goods or services.

Overall, ASC 606 is intended to provide a more principles-based approach to revenue recognition that better reflects the economic substance of contracts with customers, and improves comparability across industries and geographies. This means that we will need to ensure that our sales contracts are properly structured and documented and that we accurately account for the revenue that we earn from those contracts.

Benefits of Using ChatGPT for Finance

Here are 30 examples of you can benefit from ChatGPT:

1) Productivity:
Anything that is taking time, you can try to do it first with ChatGPT

  • Idea generation
  • Correcting a text
  • Summarised a text
  • Translating a text
  • Rewrite something complicated in a more simple and easy-to-understand language
  • Research terms and definitions (for example accounting standards)

2) Tutorial for tools
So far I have found valid tutorials for:

  • Excel
  • PowerPoint
  • Word
  • PowerBI
  • SAP
  • Quickbooks
  • (and also shortcuts in Windows + generally all the software listed above)

3) Scenario analysis

  • Break-even analysis
  • Compare two scenarios
  • Change of price and impact on demand (elasticity)
  • Hourly rate
  • Effect of inflation
  • Business case ROI

4) Create finance procedures

  • Closing checklists
  • Standard Operating Procedures
  • Internal control
  • A step-by-step guide to making a task
  • Dunning procedure and letters
  • Finance Guidelines

5) Write high-quality emails

  • Budget guidance
  • Request input
  • Prepare a meeting
  • Executive summary
  • Minutes
  • Communication with clients and suppliers

And I am discovering more use cases every day.

How can you start?

If you want to learn how to use AI to boost your career, I have worked over the last weeks to come up with a solution. Finally, I’ve developed a guide that explains you:

  • How to start using ChatGPT with a step-by-step instruction
  • How to use ChatGPT to create Excel Formulas
  • How to use ChatGPT to analyze figures
  • How to use ChatGPT to write emails
  • How to use ChatGPT to write SOP
  • What ChatGPT can do to help you
  • And much more

With this guide, you can start using ChatGPT for Finance and rip the benefits within less than 1 hour.

Also, this guide is unique, you will not find it anywhere else.

And it’s totally relevant for finance professionals.

Conclusion

In short, ChatGPT is becoming an increasingly important tool for finance professionals.

Its ability to quickly analyze vast amounts of data and provide real-time insights can help finance professionals make faster, more informed decisions.

As the finance industry continues to evolve, it is essential for finance professionals to stay up-to-date with the latest technologies, including ChatGPT, to remain competitive and provide the best possible service to their clients.

Also, by implementing ChatGPT use cases for Finance, finance professionals can improve their data analysis capabilities and stay ahead of the curve in this rapidly changing industry.

If you are a manager, ChatGPT can help you make your team more productive.

If you want to train your team on how to use ChatGPT in a business context, I can help you.

I have launched the first and only ChatGPT training for business. I have still some slots for the next 4 weeks but they are going fast. Check this page if you want to bring your team in a position to leverage AI for their work.

 

Cover of the guide of ChatGPT for Finance (more…)

Do you have an idea of the differences between a CEO vs CFO?

In every business, there are two crucial leadership roles: the Chief Executive Officer (CEO) and the Chief Financial Officer (CFO). These roles are often conflated, but they have distinct responsibilities and objectives.

In general, the CEO is responsible for the overall strategy and direction of the business, while the CFO focuses on managing the company’s finances and ensuring its financial health.

As a result, here I will make a comparison and discuss the differences between a CEO and a CFO.

Key Differences of a CEO vs CFO

Here are the key distinctions between a CEO and a CFO role in a company.

  • The CEO leads the company, CFO manages the finances.
  • CEO drives innovation, CFO ensures stability.
  • The CEO represents the company to stakeholders, CFO reports financials.
  • CEO establishes partnerships, CFO negotiates contracts.
  • The CEO sets corporate values, CFO sets financial benchmarks.
  • CEO is the public face, CFO works behind the scenes.
  • The CEO leads the board of directors, CFO presents financials to the board.
  • CEO deals with crises, CFO manages risk.
  • The CEO sets the vision, CFO ensures its financial feasibility.
  • CEO develops new markets, CFO optimizes existing ones.
  • CEO sets the tone for the culture, CFO establishes financial discipline.
  • The CEO drives product development, CFO monitors product profitability.
  • The CEO determines investment strategy, CFO manages investment portfolios.
  • CEO focuses on client acquisition, CFO focuses on client retention.
  • The CEO creates a vision for tools and systems, CFO implements it.
  • CEO drives global expansion, CFO manages international finances.
  • The CEO sets fundraising goals, CFO manages investor relations.
  • CEO sets the company’s risk appetite, CFO implements risk management strategies.
  • Also, the CEO develops the brand, and the CFO tracks the performance.
  • CEO sets digital transformation goals, CFO ensures technology investments are financially viable.

How CEO and CFO Work Together?

While the CEO and CFO have distinct responsibilities, they work closely together to ensure the success of the company. The CEO relies on the CFO’s financial expertise to make informed decisions about the company’s strategy and direction.

On the other hand, the CFO relies on the CEO to provide the overall direction for the company and to ensure that the company’s financial objectives are aligned with its strategic goals.

The CEO and CFO work together to create the company’s annual budget and to track its progress throughout the year. They also work together to identify and manage financial risks, such as currency fluctuations or changes in the regulatory environment.

In addition, the CFO often works closely with the CEO to evaluate potential acquisitions or other strategic initiatives.

The Bottom Line

To sum up, the CEO and CFO have distinct but complementary roles in the success of a business.

Furthermore, the CEO is responsible for setting the company’s strategic vision and direction, while the CFO is responsible for managing the company’s finances and ensuring its financial health.

However, by working closely together, the CEO and CFO can ensure that the company’s financial objectives are aligned with its strategic goals and that the company remains financially healthy and successful in the long run.

Finally, if you want to advance your career to the next level, your best choice will be to take my course. Why is that and for who is this course made?

  • Any finance professional with the motivation to improve their soft and technical skills
  • Finance professionals wanting to transition to a role with more analysis, forecasting, and business partnering activities
  • Students wanting to learn real-world professional skills directly applicable to your next position in Finance

Because it helped 300s of finance professionals to develop new skills and knowledge and gain an advantage in this extremely competitive industry.

Key Takeaways

  • CEOs focus on strategy and leadership, while CFOs manage finances and financial health.
  • CEOs drive innovation and partnerships, and CFOs ensure stability and negotiate contracts.
  • CEOs set vision and culture, and CFOs establish financial benchmarks and discipline.
  • CEOs handle global expansion and brand development, and CFOs manage international finances and investor relations.
  • CEOs and CFOs collaborate closely to align financial objectives with strategic goals.

FAQ

1. What’s the difference between a CEO and a CFO?

  • CEOs lead a company’s strategy, innovation, and culture, while CFOs manage finances, stability, and financial reporting.

2. How do CEOs and CFOs work together?

  • CEOs rely on CFOs’ financial expertise for informed decisions, and CFOs depend on CEOs for strategic direction alignment.

3. What’s the CEO’s role in terms of finance?

  • CEOs drive product development, global expansion, innovation, and partnerships.

4. What are CFO’s responsibilities beyond finance?

  • CFOs negotiate contracts, manage risk, establish financial benchmarks, and handle investor relations.

5. Why consider the provided course?

  • The course is ideal for finance professionals and students aiming to enhance soft and technical skills, transition to analytical roles, and gain a competitive edge in the finance industry.

What does it mean to reframe finance as a profit center? That is a way to find new ways for finance to find resources and defend its sitting at the management table.

In a period of a difficult time, you need to think out of the box to find new solutions.

Finance has traditionally been seen as a support function within organizations, responsible for providing financial analysis, reporting, and compliance.

However, in recent years there has been a growing trend toward finance becoming a profit center in its own right. This shift is driven by a desire to maximize the value that finance can bring to an organization, and to position finance as a strategic partner rather than simply a cost center.

What Is A Profit Center?

A profit center is a business unit within an organization that generates revenue and profit independently of other units.

Traditionally, people view finance as a cost center. That means being responsible for managing the financial operations of an organization but not directly contributing to revenue generation.

But, with the increasing importance of financial management in today’s business environment, many organizations are looking to finance to become a profit center.

How Can You Reframe Finance as A Profit Center?

  • First, you need to place Finance as a strategic partner in the organization to be able to contribute to decisions with a positive financial impact.
  • Second, you need to use your FP&A team to make them bring value and drive profits through their analysis and insights. You can do that with what-if analysis or PVM analysis,  and FP&A teams can help other departments make decisions having a more positive impact on the financials.
  • Third, you need to conduct a cost-saving initiative. Each saving that does not compromise the business plan of the company, is an additional increase in margin.
  • Fourth, you need to review the capital allocation and see where can you make more money with more capital and where additional cash does not contribute significantly to additional net income.

Finally, you need to review your processes which impact the other departments. And then, see how you can save them time by rethinking the workflows and tools in place.

Benefits and Challenges When You Reframe Finance as a Profit Center

There are several benefits to adopting a profit center approach to finance.

  • It can help to align financial goals with business objectives, ensuring that financial performance is linked to overall business success.
  • Also, it can lead to increased accountability and a stronger focus on financial performance. That is due to the fact that finance becomes a key driver of revenue and profit.

However, there are also several challenges that will occur with finance becoming a profit center.

  • There may be a perception that finance is taking on too much risk in activities outside its traditional remit.
  • Additionally, there may be concerns about conflicts of interest if finance is both a support function and a profit center.

Conclusion

By developing new revenue streams and optimizing financial performance, finance can become a key driver of revenue and profit. However, there are also challenges that you will face with this approach, including concerns about risk and conflicts of interest.

Therefore, to successfully transition to a profit center model, organizations must adopt a strategic approach that takes into account the specific needs and challenges of their business.

Summary:

  • Strategic positioning
  • Bring value through sound analysis
  • Reduce costs
  • Improve the capital allocation
  • Reduce the burden on other departments

Ultimately, if you want to elevate your career and develop as a finance professional, you can take my course and follow the path of many successful finance professionals.

Today, I will discuss the comparison of FP&A vs finance controller in this blog article to assist you in determining which is more suited to your present situation or long-term objectives.

Therefore, to decide which career route is best for you, educate yourself on the income ranges, work responsibilities, professional development possibilities, and skills needed for each position.

Which is best for your career out of the two professions that each bring unique obligations to the table?

The Main Differences between FP&A vs Controller

Here are the distinctions between FP&A vs controller in finance and the descriptions of the jobs.

FP&A vs Controller

Controller in Finance

The senior-level manager who is responsible for managing a company’s daily financial operations is the financial controller. Financial controllers manage the accounting department and are in charge of the business’s accounts and records, and sometimes they call them “company historians.”

In essence, a financial controller serves as the chief accountant for a company.

Furthermore, they supervise accounting operations and guarantee that ledgers appropriately reflect the company’s cash inflow and outflow. Using accounting data, strategic controllers have an influence on corporate forecasting, planning, and decision-making.

Roles of a controller

  1. Controllers are responsible for controlling risk and protecting assets, so they serve as financial stewards. This involves making sure that internal procedures are being followed and that internal controls have been put in place.
  2. By directing the organization on the right path, controllers serve as financial strategists. For instance, if financial reporting input is required on the modules required, changes desired, or shortcomings of what is being given, a controller is frequently involved in accounting software deployment programs.
  3. Due to their high-level supervision of daily financial activities, controllers can also be financial operators. Additionally, this includes making sure that the purchasing, payment processes, payment remittance, and accounting software record-keeping processes all work according to plan.
  4. By establishing procedures and ensuring that the new plans are carried out, controllers serve as financial catalysts. Furthermore, this entails confirming that deadlines for external reporting or filing are up to date. And also that particular adjustments mandated by external regulatory organizations have been adhered to.

FP&A in Finance

Professionals in financial planning and analysis (FP&A) are in charge of a company’s financial planning, budgeting, and forecasting process. It is important to guide the executive team and the board of directors in making important decisions.

These individuals gather, compile, and analyze financial data from various departments inside the company to provide reports that offer data-driven responses to managerial inquiries.

Moreover, the FP&A department is moving further toward the future. Using best practices, it focuses on why things are happening as well as what is most likely to occur in the future rather than just what has happened or is happening right now.

Roles of FP&A

  1. FP&A is in charge of creating cash flow statements, variance reports that compare departmental budgets to actual spending, board reports, and profit and loss (P&L) statements. To complete these claims, data must be gathered from many departments (thus the need for business partnership skills), verified, and then combined. After that, the FP&A utilizes that to compute important financial metrics.
  2. Planning the budget and predicting the company’s future financial outcomes are among the more analytical duties of FP&A. The process of creating a budget involves analyzing financial statistics to decide how to distribute funds. In order to forecast, financial models must be in place that take into consideration business-specific as well as larger industries. Also, the economic trends might have an impact on sales and profit.
  3. FP&A specialists frequently examine financial accounts to determine which product or service lines have the best profit margins or make the largest contributions to net profit. The cost and income or profit from each department of the business may also be made.
  4. FP&A professionals map out the best-case, expected-case, and worst-case scenarios by entering various numbers for sales and order volume to determine how they will affect the company’s financial condition. This is the process of scenario planning.
  5. Ad-hoc reporting: These on-demand reports, usually requested either by CFO or controller, frequently offer a more thorough examination of a particular KPI or business division. To find the precise information the CEO needs, an analyst or director might have to extract figures from many other, more comprehensive reports. The FP&A team has the data it needs thanks to this reporting and modeling. Especially if it’s going on often, to provide senior management with prompt, accurate, and useful suggestions.

The Bottom Line – FP&A vs Finance Controller – What Is Better?

If you’re considering a career in finance, you may be thinking about becoming a financial controller or an FP&A analyst. No matter which one you choose, you need to have a strong CV, therefore use my tips and increase your chances of landing your dream job.

Both roles play a crucial role in the administration and planning of an organization’s finances. Yet, they are very different from one another.

Finance controllers supervise budgeting and make sure that spending stays within allotted limits. Meanwhile, FP&A analysts offer analyses and suggestions for performance enhancement. Therefore, your skill level and interests will determine the position that is best for you.

If you have attention to detail and love dealing with statistics, think about pursuing a position as a financial controller. If you prefer making strategic suggestions, think about applying for a position as an FP&A analyst. Whichever route you take, a career in finance can be financially and professionally successful.

If you liked this comparison of FP&A vs finance controller, you could find out more about CFO vs controller here.

Finally, if you want to learn the practices that helped many finance professionals, you can take my course.

Key Takeaways

  • Roles: Controllers manage daily financial operations, while FP&A professionals focus on planning and analysis.
  • Accounting vs Analysis: Controllers handle accounting and internal controls; FP&A analysts provide analysis and forecasting.
  • Data Usage: FP&A gathers data for reports and decision-making; controllers maintain accurate records.
  • Budgeting: FP&A creates budgets and forecasts; controllers ensure budget adherence.
  • Skill Sets: Controllers need attention to detail; FP&A analysts require analytical and strategic thinking.

FAQ

1. What is the role of a financial controller?

  • Financial controllers manage daily financial operations, oversee the accounting department, ensure accurate record-keeping, and play roles as financial stewards, strategists, operators, and catalysts.

2. What does an FP&A analyst do?

  • FP&A analysts handle financial planning, budgeting, and forecasting, collecting and analyzing data from various departments to provide reports for decision-making. They also engage in scenario planning and provide strategic recommendations.

3. What are the primary responsibilities of controllers?

  • Controllers focus on risk management, internal controls, accurate financial reporting, and adherence to budget limits. They ensure proper financial procedures, supervise financial activities, and contribute to strategic decisions.

4. How does FP&A differ from controllers in terms of focus?

  • FP&A emphasizes forward-looking analysis and strategic planning, while controllers concentrate on historical accounting records, internal controls, and compliance.

5. Which career path should you choose: financial controller or FP&A analyst?

  • Choose a financial controller if you enjoy meticulous accounting, internal controls, and budget oversight. Opt for an FP&A analyst role if you’re inclined towards data-driven analysis, strategic planning, and providing recommendations for performance improvement. Your skills and preferences should guide your decision.

The best way to compare CFO vs controller is to understand their differences.

The chief financial officer (CFO) and controller collaborate closely in a business. On the other hand, they play quite different roles, though.

The chief financial officer (CFO) takes the aerial perspective from above the forest, while the financial controller is traveling through the woods to go from point A to point B. This is the simplest way to think about the distinctions between the jobs of the CFO and the financial controller.

The Main Differences of CFO vs Controller

Here are the key distinctions between a CFO and a controller.

Hierarchy of the Organization/Finance Team

The organizational hierarchy of a corporation places a CFO and a controller at various levels (or on its org chart).

Therefore, together with the CEO, COO, and any other executives who work in the c-suite, the CFO is an executive.

On the contrary hand, a controller is the head of a department in middle management.

Moreover, the controller is normally in charge of overseeing the accounting and finance division. While the CFO is in charge of overseeing the overall financial health of the business.

Necessary Skills

Both a controller and a CFO need different skill sets, yet they complement one another.

If both positions are present in a firm, they should cooperate to strengthen and support one another as they advance the business.

CFOs Skill Set

The strategic vision that guides a company’s expansion is developed by CFOs. They provide direction for the finance staff and influence the culture of the division.

Moreover, to create their suggestions and action plans for the future, they constantly monitor the horizon for prospective risks and possibilities

Many CFOs will also have accounting degrees and years of experience. CFOs need a deeper grasp of finance than is necessary for the controller role.

Finally, they place a lot more emphasis on capital markets, investment, and financial planning than they do on the regular accounting work required to keep their business running effectively.

Controller Skill Set

Ensuring ledgers are precise and systems are operating effectively takes up the majority of a controller’s time in the field. However, their area of responsibility is less than a CFO’s, despite the fact that they are in charge of some administrative tasks for the accounting staff.

As they are professionals in accounting, controllers must uphold compliance with all current Generally Accepted Accounting Principles (GAAP) and tax laws. In addition, this is a technical position that calls for awareness, focus, and accuracy.

In order to reduce the likelihood of accounting mistakes, irregularities, and fraud, financial controllers establish, monitor, and execute internal controls. Moreover, they provide reports that demonstrate the effectiveness of the controls, which the CFO uses to support forecasting and planning.

Objectives, Purpose, and Scope of the Job of CFO and Controller

A CFO’s and a controller’s jobs have quite distinct purposes, scopes, and objectives in addition to being at different management levels.

Of course, the two must cooperate inside the organization to achieve the same objectives. But in order to do so, their respective duties and functions must be fulfilled.

The CFO’s job is essentially future-focused. Therefore, the CFO uses their expertise in finance to advise stakeholders, foster growth, and foresee the company’s future. They must be able to recognize financial hazards and put strategies in place to protect the business from them.

Furthermore, the CFO’s leadership assists the CEO in making choices based on financial facts by leveraging their insights and financial know-how to understand the story or meaning behind the business’s numbers.

As the controller is in charge of developing, implementing, and supervising the functional rules and processes that gather, record, and report financial data, their job is more hands-on.

So, a controller is essential to a CFO’s ability to function.

The controller also maintains strong back office practices that uphold regulatory compliance, safeguard the business against fraud, and enhance the timeliness and accuracy of the business’s financial reporting.

Do I Require A Controller or A CFO?

Consider a controller if you:

  • You need oversight and verification of your bookkeepers and accountants
  • Require someone to supervise the closing of each financial month
  • Make sure financial reports are correct
  • You aim to have more stringent procedures to prevent errors, fraud, and security lapses
  • You are ready to relinquish your accounting involvement
  • Need during tax season someone to help the CPA

Consider hiring a CFO if you:

  • Search for an executive to work with the company strategy
  • Need assistance handling cash flow issues
  • Are uncertain about the best financial plan for your business
  • You require higher-level reporting and analysis to inform business choices.
  • Are Looking for assistance with a turnaround or staff reduction plan
  • Would like to strengthen connections with lenders and investors
  • Need help with loan or equity activities

Can A Business Have Both A CFO and A Controller?

Absolutely! The most prosperous companies have a CFO and a controller on staff, and most of the bigger companies do have both.

The issue is that many small and medium-sized enterprises simply do not have the financial means to bear the expense of employing skilled candidates to fill these high-paying roles.

However, failing to oversee a company’s financial operations or financial strategy, much less even both, can lead to significant cash flow issues, money being wasted, operational inefficiency, inaccurate data, reporting problems, a lack of concise direction, and a host of other issues that can cause the business to face unneeded challenges.

The Bottom Line – CFO vs Controller

You can acknowledge that, at least when your business is still young, it’s simple to see how one individual might perform both duties concurrently. The distinction of CFO vs controller appears insignificant at first because of how much their tasks and responsibilities overlap.

Yet when the company expands, both of these soon become necessary.

A CFO is a priceless investment if you require a point person for financial strategy and a face for fundraising or investment. A controller who can guarantee accurate financial reporting that serves as the cornerstone for future planning and growth is as crucial, if not initially more so.

Finally, if you have a goal to become an FP&A leader, controller, or CFO expert you can take my course and gain an advantage over others.

When the cost of products and services rises broadly, as opposed to just for a few specific things, it is said to be experiencing inflation. This means that today, for one euro, you may get less than you could before.

If you work in finance, continue reading to learn what you can do.

What Is Inflation?

The term “inflation” refers to an increase in prices, which over time, results in a loss of buying power. The average price rise of a selection of products and services over time can serve as a proxy for the pace at which buying power declines.

A unit of currency essentially buys less as a result of the increase in pricing, which is sometimes stated as a percentage. Deflation, which happens when prices fall and buying power rises, can be compared to inflation.

Here are the advantages and disadvantages of inflation.

Pros

  • Increases the value of items upon resale
  • Inflation at its ideal level stimulates expenditure

Cons

  • Purchasers must spend more money on goods and services.
  • Increase prices for the economy
  • Increases some costs earlier than others

#1: Review Your Financial Models

First, you need to revise the models you have used by adding the macro economical factors:

Update the following assumptions:

  • Salary increase
  • Energy increase
  • Material prices
  • External services
  • Rent
  • Contractors

Once you reassess the impact of the cost increase, you assess the impact on your profitability, and we can go to the next part: review your pricing strategy.

#2: Review Your Pricing Strategy

Bring the results of your financial models into a discussion with the sales and marketing team. Then, together, you need to define what is the new pricing strategy to deal with inflation.

Help the sales team prepare their arguments for their negotiation with the client. Also, back up your inflation assumptions with external sources (energy index price, raw material market price, economical inflation index of your region…)

#3: Review Your Product Mix

Calculate the new margin per product using the new price and new costs.

Additionally, reassess the product mix to optimize the products with the highest margin contribution.

#4: Implement A Performance Plan

Pricing will not be the solution to cover all the costs increase.

Therefore, you need to run a performance plan with all departments to limit the cost effects:

  • Trim your external services
  • Use the advantage of the ways of working to reduce surface
  • Review all your software licenses and check for duplicates or licenses barely used
  • Streamline the span and layers of your organization
  • Use the Zero Based Budgeting to identify savings
  • Run an energy-saving plan

#5: Review Your Contracts

  • Check existing sales contracts for existing price revision clauses and discuss with your clients to activate the clause.
  • For new contracts, make sure you have a clause of price revision.
  • Where you are on the purchaser side, negotiate to limit the inflation effect by finding other levers (payment terms, volume, long-term agreement).

What Impact Does Inflation Have?

There are several ways that inflation may impact the economy. For instance, if inflation weakens a country’s currency, exporters may profit since their products will be more competitively priced when expressed in the currencies of other countries.

On the other hand, this can hurt importers by raising the cost of items created elsewhere. Higher inflation might boost expenditure because people would try to buy things as soon as possible before their prices continue to climb.

However, savers can see a decline in the actual worth of their assets, restricting their capacity to consume or make investments in the future.

Is Inflation Beneficial or Detrimental?

The widespread consensus is that both too much and too little inflation are damaging to an economy. Many economists support a middle-ground rate of inflation of 2% annually or less, which they consider to be low to moderate.

In general, rising inflation is bad for savers since it reduces the purchase value of their savings. The fact that their outstanding loans’ inflation-adjusted values decline over time, however, might be advantageous to borrowers.

The Bottom Line – Handling Inflation Is A Top Priority

Inflation is widespread, and it is very important how you handle this. Therefore, stick to these five important steps.

  • Review your financial models
  • Review your pricing strategy
  • Review your product mix
  • Implement a performance plan
  • Review your contracts

However, this situation is new for most of us, and we are all learning how to deal with it.

Finally, if you want to receive more finance tips like this, feel free to sign up for my newsletter. If you subscribe, every two weeks, you will receive an email from where I share best practices, career advice, templates, and insights for finance professionals.

Data analysis has become an essential tool for making informed decisions in the world of finance. But with so many types of data analysis available, it can be overwhelming to know where to start. Therefore, I will present you the 4 types of Data Analysis.

To help you understand the different methods of data analysis, I have outlined the four main types:

  1. Descriptive
  2. Diagnostic
  3. Predictive
  4. Prescriptive

1. Descriptive Analysis

In this analysis, you measure what happened. It provides an overview of the current situation, allowing you to understand the facts without any interpretation.

Furthermore, to get the most value from descriptive analysis, start by clearly defining what you want to learn and what data you need to gather.

Then, focus on collecting accurate and complete data, and use clear and concise language to present your findings. However, ensure to include any relevant trends, patterns, or anomalies to help others understand your results.

Example of descriptive analysis:

  • Actual vs Budget financial statements
  • KPIs
  • Headcount reporting

How to start a descriptive analysis?

  • Start by defining the key metrics and KPIs you want to measure.
  • Gather data related to these metrics and KPIs.
  • Use basic statistical techniques like mean, median, and mode to describe the data.
  • Visualize the data using charts and graphs to help you understand and communicate the results.

2. Diagnostic Analysis

Here the goal is to understand what happened. In other words, this is where you drill down, filter and use 80/20 analysis to understand the cause of what happened.

Above all, use clear and concise language to present your findings, and be sure to highlight any important patterns or trends. In addition, to ensure the accuracy of your analysis, cross-check your results with other sources and consider seeking feedback from others.

For example, performing a Price Volume Mix analysis on revenue is also a diagnostic analysis.

How to start a diagnostic analysis?

  • Start by defining the problem or issue you want to understand.
  • Then, gather and analyze data related to the problem.
  • Use advanced statistical techniques like regression analysis and correlation analysis to understand the relationships between different variables.
  • Utilize 80/20 analysis and drill-down techniques to identify root causes.

3. Predictive Analysis

This is looking into the future to predict what will probably happen. It is done through forecasting, using statistical models that are reviewed and adjusted based on recent business events.

Additionally, this is when you forecast your cash flow for the next month or your production output based on a statistical model and adapted after manual review based on the latest business events.

Also, to maximize the benefits of predictive analysis, start by clearly defining what you want to predict and what data you need to gather.

Moreover, consider using multiple forecasting techniques and models, and be sure to validate your results by cross-checking with other sources.

Finally, be transparent about any assumptions and uncertainties in your analysis and clearly communicate your results to others.

How to build a predictive analysis?

  • Start by defining the future event or outcome you want to predict.
  • In addition, gather historical data related to the event or outcome.
  • Use statistical models like regression analysis, time series analysis, or machine learning algorithms to make predictions.
  • Validate the predictions and refine the model as needed.

4. Prescriptive Analysis

The prescriptive analysis is the most challenging type out of the 4 types of data analysis to implement, but it’s also the most valuable. Here you analyze which factor to use to reach an output in a particular scenario.

It focuses on finding actionable insights based on the combination of diagnostic and predictive analysis.

Therefore, to get the most from prescriptive analysis, start by clearly defining the outcome you want to achieve and what data you need to gather. In addition, consider using a combination of predictive and diagnostic analysis to identify the factors that will have the biggest impact on your desired outcome.

Finally, be sure to communicate your findings and recommendations in a clear and concise manner, and be prepared to adjust your analysis as needed based on feedback and new data.

An example would be a model suggesting the most cost and time-efficient levers to activate in a website to convert more sales in order to increase the revenue of the week on a specific product.

How to model a prescriptive analysis?

  • Start by defining the desired outcome.
  • Gather and analyze data related to the problem and potential solutions.
  • Use advanced analytical techniques like simulation and optimization to determine the best course of action.
  • Implement the recommended solution and monitor its impact.

Conclusion: Increase Your Use of Data Analysis with The 4 Types of Data Analysis

Understanding the 4 types of data analysis is crucial for finance professionals to make informed decisions.

  • Descriptive analysis helps you understand the facts.
  • Diagnostic analysis helps you understand why things are happening.
  • Predictive helps you forecast what will happen.
  • Prescriptive analysis drives better outcomes for your organization

You will want your team and your organization to start by getting the descriptive and diagnostic analysis right and automated.

Then, you need to start increasing the value of your analysis by creating more predictive and prescriptive analysis.

Most importantly, the key to success in each of these analyses is to start with clear goals and a focus on accuracy and transparency.

Furthermore, here are 3 articles from my blog that could be helpful for you:

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