Hello everyone,  

Welcome to the 210th edition of The Pattern. 

A home loan and a personal loan can be identical in size and opposite in risk. One is tied to a house the bank can take back. The other has nothing behind it the lender can claim. On a balance sheet, they sit side by side. If the borrower stops paying, they behave nothing alike. 

Over the last decade, India's household borrowing has tilted hard toward the second kind — and the RBI's June 2026 Financial Stability Report, released June 30, has the numbers. 

The shift 

Household debt stood at 45.5% of GDP as of September 2025 — moderate by global standards. But the mix inside that number has changed. Non-housing retail loans now make up 58.4% of total household borrowings as of March 2026, and borrowings for consumption form nearly half of all household debt. 

A home or vehicle loan is secured against the thing it buys. Miss enough payments and the lender takes the asset and recovers most of the money. A personal loan, a credit-card balance, a consumer-durable EMI — these aren't backed by an asset the lender can seize and sell to recover the money. Recovery depends on one thing: the borrower's income holding up. More of India's lending now rests on whether people keep earning, not on anything the lender can hold. 

Why gold doesn't break the rule 

Gold loans look like the exception, because they're secured — and they're now the largest category within non-housing retail borrowing, growing at a compounded 42.4% a year since March 2024, with ₹5.14 trillion outstanding by May 2026. 

But a gold loan is a borrower pledging jewellery they already own to raise cash they then spend. The collateral's value rests on a gold price the borrower doesn't control and the lender can't hedge. Higher gold prices have strengthened that collateral for now; a sharp correction would weaken it — exactly when stressed borrowers lean on gold loans hardest. Secured in form, income-backed in substance. 

The margin math pulling banks in 

Banks used to fund themselves cheaply, because households parked money in low-interest savings and current accounts. That's changing — people are moving savings into mutual funds and equities for better returns, so banks are having to raise money through costlier fixed deposits and certificates of deposit. Their cost of funds is rising. 

Consumption loans charge higher interest than corporate or home loans, so they help banks cover that rising cost. The RBI notes that banks which leaned into retail and MSME lending protected their margins better as cheap deposits dried up. The problem: the lending that defends their profits is also the lending the RBI says needs watching most. 

Why it matters now 

Current numbers look calm: gross NPAs were 0.7% on secured retail loans and 1.7% on unsecured retail loans at end-March 2026. But the RBI warns exposure needs close monitoring, as asset-quality risks could rise if the West Asia conflict pushes up prices and squeezes what borrowers have left to repay with. When collateral lending goes wrong, the lender seizes and recovers. When income lending goes wrong, there's nothing to seize — the loss lands straight as a write-off, and it lands faster. 

The takeaway 

What matters here is the composition, not the total. A credit system this weighted toward consumption is underwriting the stability of household incomes, whether or not lenders describe it that way — and it's leaning that way partly to defend its own margins. In a good year, that's an easy bet. In a bad one, there's no asset to fall back on, and the lenders who priced for that will be the only ones who saw it coming. 
 
Reading list 

• Indian banks' bad loans to keep below 2% through 2028, RBI report says 

• AI-enabled cyber threats emerged as the leading perceived risk over the next 12 months: RBI survey 

• UPI launches in Greece, expands India’s global digital payments network to 10 countries 

• Personal loans: Banks shift focus to higher-income borrowers; stress persists among low-income segments, says RBI 

• The women behind India’s economy – and the price of invisible work 

Thank you for reading. If you liked this edition, forward it to your friends, peers, and colleagues. You can also connect with me on X here and follow FinBox on LinkedIn to get the latest updates.    
   
Cheers,    
Mayank