The story of a 'Bank' in all but name | Intermission E02 - Bajaj Finance

ELI5/TLDR

A scooter-loan side-business inside a Gandhi-era family conglomerate quietly became one of the most valuable lenders in India. Bajaj Finance now hands out 150,000 loans a day — for phones, fridges, hair transplants, MRI machines, anything except, ironically, the Bajaj scooters it was set up to finance. Three things made it work: a bank-grade mentor (Nanoo Pamnani, ex-Citi), a relentless operator (Rajeev Jain, ex-GE Capital), and a family owner (Sanjiv Bajaj) with enough skin in the game to let them run hard. The Ken’s Sitaraman Ganesh and Rohin Dharmakumar use the episode to walk through a hundred years of Bajaj history and arrive at a more interesting question: what happens to this self-replicating “army” when its general retires.

The Full Story

A family that walked first-class with Gandhi

The Bajaj story begins, oddly enough, with a peasant boy from Sikar in Rajasthan who got adopted into a Marwari money-lending family in central India. That boy, Jamnalal Bajaj, was born ten days before Jawaharlal Nehru in November 1889, and named — many decades later — by Nehru himself when Jamnalal’s grandson Rahul was born.

Jamnalal is the moral spine of this story. He inherited a fortune of about six lakh rupees (roughly 500 crore in today’s money if you index it to gold) and proceeded to do everything a respectable Marwari trader of his time wouldn’t. He refused to wet cotton bales to fatten the weight before selling them, and insisted on labeling his bales “water-free.” He hired a gynecologist for his wife instead of a midwife — Dr. Nanibai Dadina, daughter of Dadabhai Naoroji. He lived large, travelled first class, but contributed 31,000 rupees to Gandhi’s Sabarmati ashram and persuaded Gandhi to move to Wardha. Gandhi called him his “fifth son.”

“Jamnal Bajaj had put his wealth at the service of the freedom struggle, his personality at the service of his leader. Other industrialists such as Ambalal Sarabhai and Ghanshyam Das Birla had given Gandhi moral and material support. But they had not gone to jail on his behalf. Bajaj had several times.” — Ramachandra Guha, Gandhi: The Years That Changed the World

The conglomerate was built brick by brick — cotton ginning, sugar, steel (the Lahore factory got lost in Partition), and in 1945, a small import company called Bachhraj Trading Corporation that would later be renamed Bajaj Auto. The Bajajs got the license to assemble Vespa scooters in India in 1948. They lost the race for the Lambretta license to the M.A. Chidambaram family — the original deal blocked by finance minister T.T. Krishnamachari, who happened to call Chidambaram first. License Raj, in a single anecdote.

Rahul Bajaj, born in the late 1930s, joined the auto company in the mid-1960s after St. Stephen’s, law school, and a Harvard MBA. He inherited a market where you couldn’t make more than 6,000 scooters a year even if the factory could do 24,000. By the 1970s, Indians were booking Chetaks ten years in advance.

The split nobody wanted

Skip forward to 2001. The Bajaj group is run by Rahul, his younger brother Shishir, and three cousins. Shishir pulls Rahul aside at a family gathering at Akurdi and tells him he and his son Kushagra want out — they’d like Bajaj Hindustan Sugar and Bajaj Consumer Care. Rahul, who has a reputation for getting pranked by Shishir, thinks it’s a joke. It isn’t.

The fight runs from 2001 to 2008. Kushagra Bajaj does most of the talking, and he’s brutal:

“The raja has to decide when he wants to meet the praja. How will I decide when he has to pay me?” — Kushagra Bajaj on Rahul Bajaj, 2007

Sharad Pawar mediates. S. Gurumurthy mediates. Stock prices keep moving and the swap keeps un-swapping. It finally settles in 2008 when the global financial crisis crashes everyone’s valuations back to earth and the two camps run into each other at Nariman Point one too many times.

In the restructuring, Rahul carves out the financial services pieces — Bajaj Auto Finance and the two Allianz insurance JVs — into a new entity called Bajaj Finserv, which he hands to his younger son Sanjiv. Rajiv, the elder son, gets the crown jewel: Bajaj Auto. At the time, Bajaj Auto Finance has a loan book of 2,500 crore, 85% of which is auto loans, mostly on Bajaj’s own scooters. It is, in every meaningful sense, a footnote.

What follows is the spectacular bit.

The trio in a shed

Sanjiv Bajaj is an engineer and an MBA but not a consumer-lending guy. Rahul tells him he needs a mentor and points him at his own brother-in-law: Nanoo Pamnani.

Pamnani is one of those quietly mythological figures Indian business throws up every once in a while. Joined Citibank at 22 over offers from Unilever and the Tata Administrative Services. Became Citi’s India CEO at 37. Ran emerging-market operations across a hundred countries from London. Came back to India a second time as Citi India CEO when his mother fell ill. By 2007 he’s retired and looking forward to travel. Rahul Bajaj pulls him in.

The CEO search comes next. Pamnani interviews about thirty candidates before settling on Rajeev Jain, then in his early thirties, who’d been employee number ten at Countrywide (GE Capital’s Indian consumer-finance arm) when he graduated college in 1994. Jain had spent a decade selling auto loans, durables loans, credit cards. He’d seen the consumer-lending market grow up.

The three of them — Pamnani as steering and brakes, Jain as the accelerator, Sanjiv Bajaj as the fuel and the family name that let them borrow cheap — set up shop in a literal shed at the Bajaj Auto plant in Akurdi. Pamnani would drive from Bombay to Pune every Tuesday with the previous week’s presentation marked in red. He gave them one year:

“I have no time for hobbies. I give you guys one year — either get to 20,000 loans a month, or I’m shutting this business down.”

They hit the number. And then they kept hitting numbers.

Turning Croma into your branch

The cleanest summary of what Bajaj Finance figured out comes from Diwakar Modi, who Jain hired right after taking over and who would run the consumer business for a decade:

“Consumer durables was the only product category that could give us millions of customers without spending a dollar. We could build a fantastic franchise by riding on the efforts of retailers and consumer durables manufacturers to attract customers to retail stores.”

Banks were lazy. They had cheap CASA deposits, so they wrote big home loans and corporate loans. A 20,000-rupee TV loan was operationally heavy and barely profitable. Citi tried it, hated it, exited in 2009. Countrywide exited. Kotak Mahindra (which actually pioneered “no cost EMI” at Vijay Sales in 1997 — the cost being borne by retailer and brand, never the borrower) exited too.

Bajaj Finance walked into the empty room and made it home.

The mechanics of no-cost EMI, once you slow them down, are beautiful. A customer buys a 50,000-rupee Samsung phone at Croma. Bajaj Finance pays Croma 48,000 upfront and collects 50,000 from the customer in six instalments, plus a small “processing fee.” The missing 2,000 is split between Samsung and Croma — they pay it because it shifts the conversation in the store from “can I afford this” to “which colour.”

“A customer walks into a store. He sees a Bajaj Finance salesperson, hands him 200 rupees. He walks to the Croma salesperson, hands him 1,000 rupees. He walks to the Samsung salesperson, hands him 1,000 rupees. And the Bajaj Finance person stands there saying: fine, collected your money, fine, collected your money. And the customer walks out with a phone.” — Rohin Dharmakumar

A former Croma executive told The Ken the cleanest line in the whole episode: every Croma is a branch for Bajaj Finance. The retailer pays for the lights, the rent, the staff, the customer footfall — and Bajaj Finance just stands behind the counter collecting from everyone.

The speed wars

The other thing the trio understood is that speed in lending isn’t a feature, it’s a moat.

When Bajaj Finance started, getting a consumer durables loan approved took 3 to 5 days. A field agent had to physically go to your neighbourhood and ask your neighbours if you were a real person. Bajaj Finance refused to pay for this. They leaned on credit bureau data (CIBIL had been live since 2000, urban India coverage was about 40%), they leaned on retailer relationships — has this person bought a fridge from you before, was it delivered to a real address, here’s an electricity bill — and they bought Salesforce, the cloud CRM. They pushed it onto a laptop in every store. Approval time dropped to 3 hours.

Then came the EMI Card. Bajaj Finance couldn’t issue credit cards (NBFCs aren’t allowed to). So they invented an “Existing Member Identification” card that did the same thing — pre-approved limits across 2-40 products, accepted on Pine Labs and ATS machines. Approval time dropped to 3 minutes. By the time you finished looking at the TV, the loan was done.

This compounded. Faster approval meant Vijay Sales preferred you to Tata Capital. Vijay Sales preferring you meant Samsung preferring you. Tata Capital, still relying purely on credit scores, had a loan approval rate below 50%. Bajaj Finance, using the broader signal mix, hit 70%.

Vijay Sales, talking to The Ken, said Bajaj Finance’s share of total in-store financing has never dropped below 50% — and Bajaj Finance has never asked them to drop their other four lenders.

“They’re like Apple. They know how good their product is.” — Nilesh Gupta, Vijay Sales

Break to grow

The other strategic move was what Jain calls “break to grow.” Take any successful category and split it into ten. Consumer durables becomes a category, then phones break out, then furniture breaks out, then fitness equipment, then luxury watches, then groceries (yes, on EMI, at Big Bazaar, in 2015, and 250,000 people signed up). Each gets its own team with its own targets and the implicit threat that hangs over everything at Bajaj Finance — hit the numbers or we shut you down.

By 2026, Bajaj Finance has 50 product lines. They give out personal loans, loans against property, loans against shares, loans for MRI machines, loans for chartered accountants buying office equipment, loans for hair transplants. The 2008 captive lender that only financed Bajaj scooters now lends for literally everything except Bajaj scooters and motorcycles. Hosts Sitaraman and Rohin reach for the Ship of Theseus — every plank has been replaced; is it even the same boat?

The data flywheel powers all of it. Bajaj Finance has 110 million customers and 71 million cross-sell customers — meaning over two-thirds of its customer base has been sold a second product. It knows when your fridge is seven years old. It walks into Croma with a list of 50,000 customers ready to upgrade and asks Croma if they’d like to do a campaign. Croma’s relationship with the customer ends at the sale. Bajaj Finance’s relationship continues every month, embedded in the SMS that says “payment received” — which is the one SMS you actually open.

Surviving every crisis

The episode runs through a parade of catastrophes that should have killed the company and didn’t.

2008 global financial crisis: arrived right after the de-merger, defaults spiked from 2% to 12-15%, but every competitor exited the consumer durables financing market. Bajaj Finance ended up with a near-monopoly. In 2010 it dropped “Auto” from its name.

2013 bank licence rejection: Bajaj Finserv applied for a banking licence, lost out to IDFC and Bandhan. In hindsight, becoming a bank would have forced the family to dilute below 26% — and the family ownership is what funds the long-range thinking. Constraint as gift.

2016 demonetisation: instant pivot to digital. Bajaj Finance was already running a 3-minute approval flow; demonetisation just gave them tailwind.

2018-19 NBFC crisis: IL&FS — that other 1989-vintage company that started as Credit Capital Venture Funds with UTI and HDFC as parents — collapsed under an asset-liability mismatch. 348 connected companies, 91,000 crore in debt. Short-term borrowing funding long-term infrastructure projects. The whole NBFC sector went into spasm. DHFL collapsed. Yes Bank had to be rescued by SBI. Bajaj Finance, with funding split between deposits (15%), bank loans (~30%), and bonds, sailed through. Jain’s line at the time:

“Thank god I did not treat ALM as an annexure to my business model.”

2019: raised $1.2 billion in fresh capital, “just in time” as it turned out.

2020 pandemic: moratorium, nudge campaigns to keep good borrowers paying, NPAs held. Stock investors looked at the balance sheet and bid the company up rather than down.

2020s: Reliance: Jio Financial Services demerged with a 6% stake in Reliance Industries (about a lakh crore in net worth) parked inside it via that famous treasury-shares manoeuvre dating back to the 2002 Reliance Petroleum merger. Allianz left Bajaj for Jio. K.V. Kamath came in to run JFS. Big partnership with BlackRock. Three years in, JFS has 10,000 crore in AUM. Bajaj Finance has 5 lakh crore. The Reliance bull-charge story keeps not arriving.

The culture inside

The Ken pulls together a few details about how the company actually runs that are worth holding onto.

Eat-what-you-kill compensation. 80-90% of the workforce is on low-fixed, high-variable pay. Incentives are calculated monthly and disbursed automatically — no manager discretion. This is rare in any large company; almost unheard of in Indian banking. It survives because the tenures are surprisingly long (average ~6 years).
Ruminate. Annual leadership offsite where everyone sits on the floor of a hotel banquet hall and tears the company apart. What’s said in the room stays in the room. The point is the discomfort — sitting on the floor removes hierarchy.
Long-range strategy planning that gets published to investors. Five-year targets in the earnings deck. They study Netflix and Amazon (not financial companies; the one finance company they did study was Ant Financial).
War rooms for every crisis or opportunity. Pioneered by Jain. Demonetisation, COVID, the RBI ban on Insta EMI cards in 2023 — every time, a small team gets walled off and told to fix it.
CEO who sits with the team. The episode tells the story of Jain working Saturday-after-Saturday with the loan-against-property team. Target: cut underwriting cost by 50% from 45,000 rupees per crore. They actually cut it by 80%, to 8,000 rupees. The consumer durables team, watching, cut their own cost from 1,200 to 800. Total saving: 15 crore a month.

The succession question

Nanoo Pamnani died in 2020. Rahul Bajaj died in 2022. Rajeev Jain stepped down as MD in 2025. The company appointed Anup Saha, a seven-year veteran, as his successor. Four months later, Saha quit. “Personal reasons.” Jain came back as MD with a term running to March 2028.

Sitaraman and Rohin spend the last twenty minutes of the episode building a careful framework borrowed from Andy Grove (Only the Paranoid Survive) and Ben Horowitz: peacetime CEO versus wartime CEO. Peacetime CEOs work to expand the market. Wartime CEOs assume someone is in their house trying to kidnap their children. The unusual thing about Jain is that he’s been both — running an army across new territory while also obsessively sharpening the swords.

Rohin’s analogy lands on a different image than the one he started with. The earlier metaphor — the car, with Jain as accelerator, Pamnani as brakes, Sanjiv as fuel — gets replaced by the army. Pamnani was the strategist. Jain is the general. Sanjiv is the king who owns the army. Now the strategist is gone, the general is going, and only the king remains.

The army is real, though. The discipline is institutionalised. The break-to-grow culture is self-replicating. But armies need purpose. Tim Cook gets cited as the ideal post-charismatic-founder CEO — the best transitions are the ones where nothing seems to have changed. HDFC Bank post-Aditya Puri gets cited as the cautionary version — bigger, but messier; chairman resignations, ethical disagreements, a power struggle reported by the FT.

The episode doesn’t predict which way Bajaj Finance lands. It just stakes out the question and lets it sit.

Key Takeaways

Bajaj Finance’s market cap (~5.7 lakh crore) is more than twice its parent Bajaj Auto’s. The financial services arm has comprehensively eaten the manufacturer that birthed it.
The starting position was almost embarrassing: in 2008, the company had 2,500 crore in loans, 85% auto, mostly its own captive scooter customers. The pivot was complete in roughly 15 years.
The genius isn’t a single insight. It’s a stack: (a) banks and global players found small consumer loans operationally unprofitable and left, (b) Bajaj turned other people’s retail stores into its own branches, (c) it inverted the cost of customer acquisition — retailers and brands pay Bajaj Finance to acquire customers, (d) it then cross-sold those acquired customers across 50+ product lines.
“No cost EMI” is one of the most elegant pricing structures in Indian retail. The interest cost is real — it just gets paid by manufacturer and retailer rather than borrower, because they care more about closing the sale than the consumer cares about a 3% interest cost.
Speed compounds. 3 days → 3 hours → 3 minutes turned approval time into a competitive moat. Retailers prefer the fastest lender, brands prefer the fastest lender, and customers prefer the fastest lender. Once you’re the fastest, the whole ecosystem aligns behind you.
60% family ownership matters. The Bajaj/Bajaj Finserv structure lets management plan in five-year cycles instead of quarter-to-quarter, and it gave them a credit rating cheap enough to borrow cheaply. A bank licence would have forced the stake to 26%, which is probably why losing that licence was secretly the right outcome.
Bajaj Finance survived every crisis (2008, 2018 NBFC, 2020 pandemic) by doing the right thing just before — diversifying funding sources, winding down infrastructure exposure, raising $1.2bn in 2019. This pattern is consistent enough to be cultural rather than lucky.
The “three-I framework” — Innovate, Invent, Imitate — is unusual because most CEOs would never publicly list imitation as a strategic pillar. Jain did. Fintech disruption in 2014-2020 was met not with anxiety but with disciplined copying: super app, ecosystem, aggregator marketplace, QR codes, EMI offerings layered on payments.
Succession is genuinely the next risk. Pamnani is gone. Jain leaves in 2028. The new CEO will inherit an army that runs itself — but armies need a general, and HDFC Bank’s post-Puri turbulence is the cautionary tale that hangs over this story.

Claude’s Take

This is a top-tier business history podcast — primary sources, original interviews (Sanjiv Bajaj himself, two former Croma executives, Nilesh Gupta of Vijay Sales), a clear structure, and hosts who let each other talk. The Ken’s Intermission format works because it treats the audience as adults who can sit with ambiguity for two hundred and sixty-five minutes.

The strongest section is the unpacking of the no-cost EMI mechanics with the three salespeople standing in a line. That’s the kind of analogy that re-wires how you think about a transaction you’ve done a hundred times. The Citibank backstory is genuinely revelatory — the fact that Citi did the original 2,000-scooter beta test at Tata Motors in 1987, that Pamnani was a Citi lifer, that Aditya Puri was hired by Pamnani at Citi before going to HDFC Bank — turns Citi India into the unsung mother of Indian retail finance.

The weaker section is the war/peacetime CEO framework at the end. It’s a fun analytical exercise but the conclusion (“Jain is both!”) is the kind of frame that fits any sufficiently complex CEO, which means it isn’t really telling us much. The Ship of Theseus reference is overused; the Army of Theseus extension lands harder.

The thing the hosts don’t quite say out loud, but circle around for ninety minutes, is that Bajaj Finance is essentially what a bank looks like if you take away the regulatory protection and force it to actually serve customers. Every advantage Bajaj built — speed, retailer relationships, granular underwriting, cross-sell discipline, performance pay — exists because it couldn’t take CASA deposits. Banks had a free pool of cheap money and got lazy with it. Bajaj had to hustle for every rupee of funding, which forced it to be excellent at lending. There’s a generalisable lesson here about subsidies producing softness.

The one thing I’d flag for follow-up: the cross-sell ratio (71m of 110m customers) is genuinely extraordinary, but it also means Bajaj Finance is hitting a saturation curve. The targets to 220m customers by 2030 are bold; the larger driver is moving the average ticket size up — from 20,000-rupee phone loans to 20-lakh property-backed loans. The housing finance subsidiary IPO in 2024 is the visible part of that strategy. Watch that as the company’s next decade.

Score: 9/10. Loses one point because the closing framework drags and the production occasionally has the hosts talking past each other on minor anecdotes (the wedding venues, the kinetic Honda nostalgia). For anyone trying to understand modern Indian consumer finance, this is essential listening.