150M+ Transactions Analyzed: Here's What We Learned About India's Financial Behavior

At 1,000 clients and 150 million transactions processed, we've become a mirror of India's real financial patterns.

Here's what the DATA shows (not what credit scores tell you):

💰 INCOME REALITY:

→ Only 34% have stable monthly salaries

→ 41% have irregular income (gig/freelance/business)

→ 25% have BOTH salary + side hustle

→ Average undeclared side income: ₹23,400/month

🚨 FRAUD PATTERNS:

→ 12.3% of statements show tampering

→ Peak fraud: Month-end + festival season

→ Cooperative bank statements: 3.2X more fraud attempts

💳 DEBT BEHAVIOR:

→ Average borrower has 3.7 active loans

→ Hidden debt (not in CIBIL): 31% of cases

→ BNPL usage: 47% of millennials (unreported)

🏦 BANKING HABITS:

→ 73% use 2+ banks regularly

→ Pattern: Salary in Bank A, expenses in Bank B

→ Account switching: Every 2.3 years