Financial Services
Top 4 API Use Cases & Examples in the Finance Sector ['25]
APIs have proven to be beneficial for companies as they : [aim_list] [/aim_list] However, the financial sector has been slow to adopt API as part of its digital transformation (see Figure 1). We provide use cases and examples to illustrate the possible investment areas of APIs in finance.
Hyperautomation in Banking: Use Cases & Best Practices
The use of emerging technologies such as artificial intelligence and RPA is already prevalent among businesses in the financial services industry: The next step in enterprise automation is hyperautomation. In this article, we’ll explore why the banking industry needs hyperautomation, its use cases, and how banks can get started with their hyperautomation journey.
Sentiment Analysis Stock Market: Sources and Challenges
Making accurate predictions regarding stock prices is challenging as the stock prices move depending on factors like interest rates, corporate governance, investors’ risk aversion, market trends, and firm investments. However, understanding the market psychology with sentiment analysis stock market might give a clue about future stock price movements.
Top 10 Technologies for Finance Digital Transformation ['25]
88% of finance executives report increased AI adoption post-pandemic, with technologies like Robotic Process Automation (RPA) saving thousands of hours annually. We present which financial processes can be automated, and what tools are suitable for digital transformation based on 10 case studies and our experience researching and publishing 100+ articles on automation, AI and Cybersecurity.
![Process Mining in Banking: Top 12 Real-Life Use Cases ['25]](https://research.aimultiple.com/wp-content/uploads/2021/12/Process-Mining-in-Banking-Use-Cases-190x52.png.webp)
Process Mining in Banking: Top 12 Real-Life Use Cases ['25]
Process mining in banking can manage and optimize the bank product processes, improve key performance indicators (process KPIs) and increase customer satisfaction by discovering automation opportunities, managing the change and complying with regulations.
Top 7 Use Cases of Process Mining in Finance in 2025
Process mining can be applied in multiple business areas in the financial services industry, such as Purchase-To-Pay, audit, and accounts payable to increase business efficiency and gain a comprehensive overview of business processes to implement and monitor digital transformation strategies. Targeting key bottlenecks in these processes through mining helps deliver strong improvements in performance.
Top 5 Synthetic Data Finance Applications in 2025
In my eleven years of academic and professional experience, I observe that artificial intelligence has a diverse set of applications in financial services from process automation to chatbots and fraud detection.
Deep Learning in Finance Top 11 Use Cases in '25
Based on our analysis of deep learning applications in finance, we’ve identified 11 key use cases where AI-driven models are making an impact. These examples are drawn from real-world implementations across financial institutions and cover areas such as fraud detection, risk assessment, and investment strategies. Top 11 Use Cases of Deep Learning in Finance 1.