In today’s constantly changing financial landscape, startups are faced with the challenge of staying ahead of the competition. 90% of companies fail, underlining the necessity for innovative strategies to survive and succeed in the market. The use of sophisticated analytics tools has become a potent strategy for fostering innovation and achieving a competitive edge. A […]
Predictive Modelling: Improving Balance Sheet Analysis for Credit Appraisal
A balance sheet is a vital financial statement that summarises a company’s assets, liabilities, and equity status as of the reporting date. Data in a balance sheet serves as the foundation for determining the firm’s financial performance, the resilience of its fundamentals, and forecasting its future performance. The principal use of balance-sheet analysis is for […]
Understanding DPD in Finance: Unveiling Early Risk Signals for Proactive Mitigation
In today’s dynamic financial world, risk management is critical to ensuring the stability and sustainability of financial institutions. One critical part of risk management is the early detection of prospective credit defaults, which can have far-reaching consequences for an institution’s financial health. To accomplish this, financial experts use a variety of instruments and indicators, one […]
Enhancing Efficiency in Bank Financial Statement Analysis: Troubleshooting Tips and Solutions
Bank financial statement analysis is critical for assessing the financial health of banks. However, manual analysis of complex financial statements requires significant time and effort to extract, organise, and interpret data accurately. On top of that, intricate financial instruments and diverse accounting standards further complicate the process. To enhance efficiency, banks are adopting technology-driven solutions. […]
Enhancing Customer Experience with Personalised Bank Transaction Analysis
Offering outstanding customer service is crucial for financial institutions to stay ahead in today’s competitive banking environment. A Business Wire study notes that 72% of customers seek personalised services. Therefore, banks have to seek creative approaches to satisfy their demands constantly. One such strategy is using innovative technologies like bank transaction analysis to improve customer […]
The Role of AI in Automating Balance Sheet Analysis for Credit Appraisal
Over the last decade, artificial intelligence (AI) has made a noteworthy impression across different industries, and finance is no exception. Banks and other financial institutions are increasingly favouring the inclusion of AI across various functions, including balance sheet analysis for credit appraisal and bank statement analysis. This trend will gain further momentum as banks continue […]
Using Bank Statement Analysis to Navigate Cryptocurrency Transactions
Today, a growing number of businesses, including a mix of e-commerce platforms, retail companies, and electronic businesses, accept payments in Bitcoin cash and other cryptocurrencies. This trend mirrors the growing number of interested consumers who are investing and transacting in cryptocurrency. According to a 2022 survey, over 75% of retailers have plans to accept either […]
Future Outlook: The Evolving Relationship Between Fintech and Banks
Fintech combines finance and technology; it is transforming the financial landscape and reshaping the future of finance, leading to a collaboration between fintech and banks. Generally, it refers to businesses that leverage technology to improve and automate their financial services and processes. Fintech encompasses a rapidly growing trend, making financial services inclusive and efficient and […]
Bank Statement Analysis: Uncovering Patterns with AI driven Insights
Emerging forces, like geopolitical tussles, socioeconomic factors and climate change, have increased the demand for improved risk management in the financial services sector. Breakthrough technology like AI and ML, profuse amounts of data, and new business models are redefining how banks interact with consumers, third parties, and internal processes. A recent report by Business Insider […]
Financial Statement Analysis Tools: Innovations, Opportunities, and Challenges in the Era of AI
The adoption of Artificial intelligence (AI) across various industries and domains is increasing rapidly, as is evident from its application and utility. The finance sector, in particular, has embraced AI enthusiastically to modernise the entire industry and streamline the traditional manual banking processes. A Forbes report reveals the global AI fintech market is expected to […]