FinBox Research
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Bank Statement Analysis

Browse all articles filed under Bank Statement Analysis — from the FinBox research desk.

FinBox launches AI-powered cluster transaction intelligence, which is revolutionising bank statement fraud checks.
New technology enables real-time early warning systems for loan portfolios while sharpening underwriting and unlocking cross-sell opportunities.
5 Dec 2025 4 min read
Why lenders should bet on AI-based automation, not decisions
Indian finance should focus on AI automation over lending decisions. Learn why data quality issues make operational AI the smart choice for NBFCs and banks.
13 Aug 2025 4 min read
How AI caught 40,000 taxpayers and what it means for digital lending
But this year, 40,000 taxpayers suddenly needed to file corrections, withdrawing ₹1,045 crore worth of deductions they had claimed.
16 Jul 2025 3 min read
AI's Promise to Housing Finance: Is it time to move beyond the paper trails?
Could the most crucial customer-faced financial process in India finally get the overhaul it deserves? ____________________________________________________________________________________________ So, you&
3 Jul 2025 5 min read
Beyond Traditional Monitoring: How AA is Transforming Portfolio Health Management
Trying to understand a customer’s portfolio health by looking at isolated metrics like repayment history or account balance is as futile as understanding a person’s vitals by looking at their temperature alone.
9 Dec 2024 4 min read
How GSTN on Account Aggregator can give a boost to business lending
The induction of the Goods and Services Tax Network (GSTN) on the Account Aggregator framework is expected to add another dimension to underwriting for small businesses. Underwriters process variou…
24 Jan 2024 2 min read
Transforming Customer Qualification and Cost Efficiency with FinBox BureauConnect
Being a credit risk manager is tough. In India, there are four major bureaus and information gleaned from them can differ - even for the same borrowers! Addressing this challenge head-on is FinBox…
5 Jan 2024 3 min read
How BankConnect enables fast and thorough user verification for online trading platforms
Online trading platforms have made stock markets accessible to a wide range of traders across India. Just two major online trading platforms account for 40% of the total active user base in the Ind…
30 Nov 2023 2 min read
How FinBox BankConnect powers advanced income analytics
Automated bank statement analysis enables income estimation when underwriting users for digital platforms. Income estimation and classification are straightforward in the case of salaried borrowers…
29 Sep 2023 2 min read
What is Credit Risk Mitigation? - 3 Steps to Implement
Three steps to building robust credit risk mitigation that can help lenders limit losses from defaults
12 Jun 2023 5 min read
Credit Risk Modelling - A One-Stop Guide to Becoming an Expert
Unlock the secrets of credit risk modeling with our comprehensive guide. Master the skills and knowledge needed to become an expert in credit risk management
12 Jun 2023 8 min read
IIFL and FinBox win Sahamati’s award for MSME lending through Account Aggregator
Wednesday, May 24, 2023: Digital infrastructure company FinBox and the NBFC IIFL Finance were awarded for their work in building a cash flow and GST data based unsecured business loan product for M…
24 May 2023 2 min read
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