Lending has never been a one-person job. Credit risk managers, compliance officers, and other financial teams must review the same applicant bank statements before making a decision. However, doing this manually without the right financial analysis platform can lead to costly errors. Consider this: data shows that 43% of occupational frauds were caught through tips, […]
For Chartered Accountants (CAs) managing large volumes of financial data, manual transaction categorisation continues to be a time-intensive operational hurdle. It diverts valuable hours away from strategic tasks such as advisory, compliance reviews, and financial analysis. With the growing complexity of digital payments, multi-account statements, and fragmented transaction narratives, traditional classification methods are no longer […]
Loan defaults are surging in India, especially for small-ticket and unsecured loans sectors. According to new data from March 2025, delinquencies (overdue by 90 days) spiked to 3.6%. Default rates are notably high among young borrowers and those in tier-3 cities. While traditional risk-scoring methods work fine, they rely heavily on credit history and CIBIL […]
Late payments continue to challenge lenders, especially in India’s credit-heavy economy. According to the Reserve Bank of India, the 2024 Financial Stability Report indicates the gross non-performing assets of the scheduled commercial banks hit a multi-year low of 2.8 per cent in March of 2024. Meanwhile, higher delinquency rates have been reflected in some categories […]
If you work in lending, financial risk assessment, or credit analysis, you’ve probably seen how many hours get swallowed by just one task: You sit down with a loan application, and suddenly half your day disappears into reviewing bank statements and GST returns. Page after page of transactions. Manual calculations. Cross-checking numbers between different documents. […]
India’s financial landscape is shifting, and it is shifting quickly. For instance, the Account Aggregator ecosystem has crossed 100 million consents with a staggering 1059% growth in FY 2023-24, facilitating Rs 462 billion in loan disbursements just in H1 FY25. Plus, we must note that over 2.2 billion financial accounts are now enabled for data […]
With r͏eta͏͏il NPAs͏͏͏ ͏hi͏tt͏in͏g a͏ ͏multi-ye͏a͏r l͏ow ͏of ͏2.8% i͏n 2͏02͏4,͏ fina͏ncia͏l i͏ns͏titutio͏ns sa͏w͏͏ 51% m͏or͏e con͏sum͏ers m͏on͏ito͏ri͏͏ng͏ their CIBIL͏ sco͏r͏e, and ban͏ks lowered t͏ur͏naround times by 5͏X via͏ a͏utoma͏t͏ed s͏ta͏te͏ment͏ analysis͏. Ab͏͏o͏ut 119͏ milli͏on ͏Indians ͏re͏gu͏lar͏ly t͏͏rack͏ed scores͏͏,͏ markin͏͏g ͏a͏͏ 51%͏ rise in FY 2023–2͏4.͏͏ In this scenario, c͏ombining credit bureau data ͏with de͏ta͏i͏le͏d ba͏nk͏ […]
Indi͏a is home t͏o over 14 million registered͏ GST taxpayers as of 2024, refl͏ecting the v͏ast ͏scope of businesse͏s c͏om͏plyin͏g with indirect ta͏x la͏ws. Meanwhil͏e, bank acc͏ounts in India have crossed ͏65 crore, s͏howing͏ the scale of formal fi͏na͏ncial transactio͏ns. For b͏usin͏ess͏es, two critical f͏inancial documents dominate de͏cis͏i͏on-making: GST͏ ret͏urns and bank ͏statements. GST͏ re͏turn͏s […]
Why is alternative credit scoring gaining momentum in India? Before exploring the reasons, let’s take a quick look at the context. Lenders disbursed over 383 million loans in FY 23-24 alone. Even though the financial market has shown this phenomenal growth, more than 160 million Indians remain “credit invisible”. In fact, 22% of Indian adults […]
Although technological advancements have revolutionised and streamlined bank statement verification, a few problems persist – fake or tampered bank statements. Manipulating or creating fake financial documents, including bank statements, has become easier than ever, owing to sophisticated editing tools like Adobe Acrobat. Today, around 5% of all financial documents submitted through online channels are tampered […]
