A customer’s habits play an important role in determining their financial trajectory. For instance, the inability to pay EMIs on time can have an impact on one’s credit score, net worth, assets, and debt. Access to such vital data related to past customer behaviour can help businesses predict future conduct. In particular, adopting technologies like […]
Financial statement analysis generally assesses a firm’s financial health and performance. The income statement, cash flows, balance sheet, etc., present historical data in a structured form, aiding in informed decision-making. Financial statements are useful in understanding what has happened but are limited in forecasting ability. Now, imagine a proactive tool that can go beyond the […]
A borrower’s financial data provides significant insight into their financial status and creditworthiness. This data helps banks make lending decisions during the underwriting process. However, it is equally important for banks to observe non-financial indicators that help predict a borrower’s future behaviour. These indicators can inform banks about the ability of a borrower to fulfil […]
Financial statements offer insights into the health of an individual or a business. Lenders can extract valuable information from bank financial statement PDFs to aid them in their lending decisions. Automation has replaced manual analysis of financial statements for many lending businesses, helping reduce the time and effort required to extract, organise, and interpret data […]
In the current economic climate, managing interest rate risk has become paramount for lending institutions. The Reserve Bank of India (RBI) recently reduced the repo rate by 25 basis points to 6.00% in April 2025, aiming to stimulate economic growth amid global uncertainties. This monetary easing, coupled with liquidity infusions totaling over ₹6.21 trillion, underscores […]
Micro, small, and medium enterprises (MSMEs) account for around 30% of the economy, making them one of the most important sectors in India. These businesses also play an important role in safeguarding the cultural heritage of different communities, driving innovation, and generating jobs. With more than 600 lakh MSMEs spread across the country, cash flow […]
Loan applicants often submit numerous PDF bank statements. Lenders use web-based financial analysis software to quickly extract and analyse data from these documents, assessing cash flow and creditworthiness. PDFs may include identity documents, statements, invoices, and Goods & Service Tax Returns (GSTR). However, a growing challenge for lenders is verifying whether the PDFs are authentic. […]
Due to several factors, lenders are now more likely than ever to make poor risk assessment decisions. These include the speed at which lenders aim to approve loan applications, the growing potential for loan fraud, and increasing delinquent debt. Also, unexpected market downturns and opportunity costs contribute to the risk factors. Moreover, as lenders scale, […]
As the lending industry continues to grow, risk assessment and management will emerge as one of the top functions, enabling lenders to build sustainable, profitable businesses. Managing risk effectively can help companies prevent the growth of non-performing assets (NPAs), loan fraud, lending scams, and other negative consequences. Financial technology will play a key role in […]
Latest reports suggest that around 67% of Indians have applied for a personal loan at some point in their lives. Furthermore, India’s consumer borrowings have surged in recent years as more people fulfil their aspirations, including travel, buying a new car, building a house, and more. As a result, traditional and non-traditional lenders, including banks, […]
