Banks, as we see today, are fast leveraging the latest technology to be the best in the financial services market. Traditional banks often deal with too much data and find it difficult to declutter, structure, and analyze the vast database from their legacy systems. They increasingly feel the need to leverage data as efficiently and […]
Hybrid Credit Underwriting: Blending Bureau Data with Cash Flow Projections
A CIBIL score of 780 looks excellent on paper. It tells you the borrower paid every EMI on time, kept utilisation below 35%, and never had a write-off. What it doesn’t tell you is that the borrower lost a major client eight months ago, has been drawing down savings to service existing obligations, and is […]
Data-Driven Decisioning: Revolutionising MSME Lending Strategies
The Micro, Small, and Medium Enterprises (MSMEs) sector has emerged as the cornerstone of the global economy, accounting for 70% of total employment. According to an IFC report, 63 million Indian MSMEs contribute 30% of the GDP and provide jobs to 110 million people. Despite this, MSMEs often struggle with credit due to limited credit […]
The Digital Lending Revolution: Startups vs. Big Banks
Despite their best efforts, established banks often suffer from manual approaches and outdated processes. Vis-a-vis modern customer expectations of a quick approval time and flexible digital lending, these barriers usually force borrowers to seek alternate solutions. Fintech startups and lending businesses aim to close this exact gap. But the question is, how well-stacked are the […]
How Transaction Data Analysis Promotes Trust and Accountability in Lending
As the lending industry becomes more competitive, transparency and accountability in decision-making are critical for a productive and long-term relationship between stakeholders. Customers want to make informed decisions and feel empowered when making a choice. In this scenario, transaction data analysis can strengthen the relationship between lenders and borrowers. It gives lenders critical insights and […]
Transforming the Lending Life Cycle with AI and Data Analytics
The digital lending life cycle space in India is growing exponentially. The Research and Market Report revealed the Indian Digital Lending Platform Market is anticipated to grow at a CAGR of 27.95% and grow to $2507.55 million by 2027. Artificial Intelligence (AI) and data analytics are helping lenders sustain and fuel this growth via a […]