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From Hype to Value: Making AI Work in FP&A
November 6, 2025

By Harikrishna Kundariya, marketer, developer, IoT, Cloud & AWS savvy, co-founder, and director of eSparkBiz

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AI in FP&A
FP&A Transformation
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Making AI Work in FP&A

Financial planning is a time-consuming and intensive process, but today's fast-paced environment is going through a significant shift where everything needs to be done faster, and every early decision matters when it comes to FP&A. Due to this, the demand for AI-based solutions has increased rapidly in this area, and there is an ever-increasing supply of amazing financial planning tools built with AI capabilities.

Suppose you are in an investor meeting and you encounter a question that you have not thought of during your FP&A process. You can rely on your AI-powered FP&A assistant to give you correct business data points for the question, so you can easily answer an investor’s question and strengthen their confidence in your business.

In this article, we will understand the true benefits of AI in financial planning and how it can help you in the long run. So, let’s start with a brief understanding of AI in FP&A.

What is AI in Financial Planning and Analysis?

FP&A involves understanding all aspects of a business, including its revenue and expense streams, and helps benchmark the company's performance, preparing it for future success. AI has been a game-changer in this domain as it can process a large number of financial documents from different sources quickly and model market dynamics better than human-led teams. It leverages technologies such as NLP, machine learning, and predictive analytics to help teams understand their financial standpoints and make the right decisions.

With an understanding of AI in FP&A, let's explore the benefits of using this technology at scale. 

What are the Benefits of Using AI in Financial Planning?

1. Data-Driven and Accurate Decisions

With AI models, you can ingest, store, and analyse large amounts of complex financial data quickly, which helps your teams make data-driven and accurate decisions every time. Moreover, AI models can hardly make fewer mistakes when processing data, and this ensures you get the best data to support your decisions.

AI-powered FP&A tools can help you predict accurate cash flows, which serve as the basis for all your investment and expense-related decisions for the year.

2. Reduced Manual Efforts and Costs

Earlier, businesses required large financial planning teams that worked with minimal technology. This resulted in more efforts and costs, but also increased the chances of errors in the process. AI-based financial planning tools reduce the need for manual data management, save time and effort, and ultimately lower costs for the business.

3. Strategic Planning

One of the biggest benefits of AI in FP&A is that it helps in strategic planning and allocation of resources. With AI, you can run various what-if scenario simulations, analyse your spending and profitability metrics, and guide resources in the right direction. You can also analyse historical ROIs per department, and this can help in allocating funds to departments that generate the highest returns for the business. 

According to the 2025 FP&A Trends Survey, 67% of FP&A teams already use Generative AI for communication and decision support, such as producing narrative summaries, commentary, and presentation material, while 10% are experimenting with more advanced applications like forecasting and scenario modelling. This data shows how quickly GenAI is transitioning from experimentation to practical use, enabling FP&A professionals to focus more on strategic analysis and less on manual reporting.

Unlike some other technologies, which have only a few distinct use cases, AI has thousands of applications across various industries. As you already know, some of the benefits of AI in FP&A, you should definitely explore the next section, where we discuss how AI can help in FP&A. 

Seven Ways to Unlock AI Potential in FP&A
Figure 1. Seven Ways to Unlock AI Potential in FP&A

How Can AI Help in Financial Planning and Analysis?

1. Portfolio Optimisation

Every company has a portfolio that it has to oversee and generate the best possible returns with its limited resources. This opens up the optimisation possibilities, and portfolio optimisation can be hard when done manually.

AI-powered FP&A tools can help in portfolio optimisation by minimising risk, maximising returns, and lowering portfolio volatility to achieve the financial goals of the business seamlessly. Moreover, it can help in running what-if scenarios that can uncover and fix hidden issues in your portfolios.

2. Risk Management

Nothing is risk-free in the business world, and every company has to find the right risk-reward balance to grow rapidly through risky bets. However, risk management is at the centre of every business, and it helps companies to stay in the market for longer periods.

Manual risk management can be flawed in uncertain times and result in biased decisions, but AI-based tools can help you manage risk effectively. Such tools can process market trends, customer demands, economic data, and geopolitical factors to identify risks associated with your business more quickly, allowing you to create effective risk management plans.

3. Personalised Financial Advice

AI-based FP&A tools can help your teams with personalised financial advice that can help them make decisions faster. You can update these tools with your latest financial data, and they can analyse it and provide amazing financial advice that is personalised to your business and its specific conditions at any point in time.

4. Tax Planning

Tax planning is a significant aspect of financial planning, and organisations spend considerable time and effort creating efficient tax structures that keep their tax liabilities under control.

AI tools designed for tax planning can provide a deeper understanding of tax laws, available deductions, favourable tax treaties between countries, and many other things that can help businesses optimise their tax strategies and plan in advance. These tools can help minimise tax liabilities and create efficient investment and deduction strategies that are aligned with your business's long-term goals through data-driven analysis.

5. Financial Forecasting

Every business needs forecasting, which can help them plan ahead and be ready to tackle issues before they come. Financial forecasting involves predicting cash flows from the business, as well as sales growth, revenue growth, and other key areas of growth. Moreover, efficient forecasting models can help identify issues before they become significant, allowing you to take remedial actions much sooner.

AI in FP&A helps in running various forecasting models, ensembling their outputs, and creating forecasts that are much more accurate than those generated manually by financial teams. These forecasts can identify potential opportunities for growth and also anticipate fluctuations during the forecasting period to ensure accurate planning.

6. Predictive Analytics for Investments

AI models can analyse historical investment data along with their performance and other metrics to help you predict the next best investments you should make for your business.

You can fine-tune AI models to accept data from your departments regarding their budgets, ROI, contribution to business income, and other relevant parameters, and recommend departments that should be focused on with better budgets to increase business income and make the right investments for the future.

7. Regulatory Compliance

AI can be utilised by FP&A teams to ensure regulatory compliance globally for the business. Such AI models can ingest regulatory and compliance data from various countries and industries, helping your teams access the right knowledge to ensure your business is always compliant with local laws.

By being compliant with regulatory authorities, you can reduce the risk of facing penalties and legal issues, which can negatively impact your brand’s image.

Conclusion 

We uncovered only a few use cases for AI in FP&A, but there are many others as well. If you are serious about simplifying your process, start by exploring available models and tools, then pilot a smaller use case such as tax planning or cash forecasting.

AI won’t replace FP&A professionals — it will reshape how we work. Start small, experiment with one use case, and measure the outcomes. The real value of AI lies not in the technology itself, but in how finance teams utilise it to ask better questions and make faster, smarter decisions.
 

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